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Average and instantaneous rate of change

Learning goals

  • Computes average rate of change over an interval.
  • Interprets average rate as a secant slope.
  • Interprets instantaneous rate as the limiting tangent slope.
  • Connects increasingly short intervals to instantaneous change.
  • Tracks units in contextual applications.

Click problems to add them to your worksheet.

Average and instantaneous rate of change 1
Find the slope of the tangent line to \(f(x) = 0.8x-5\) at each x-value. a) \(x = 4\) b) \(x = a\)

Hints

- Identify the slope in the form \(mx+b\). - Decide whether the slope of a linear function changes from point to point. - A tangent line to a straight line is the line itself.

Solution

1. The function \(f(x) = 0.8x-5\) is linear. 2. A linear function of the form \(f(x) = mx+b\) has constant slope \(m\). 3. Here, \(m = 0.8\), so the tangent-line slope is \(0.8\) at every x-value.

Answer

a) \(0.8\) b) \(0.8\)
Average and instantaneous rate of change 2
A bicycle computer shows \(18\,\text{mph}\) at exactly \(2{:}15\) p.m. Does \(18\,\text{mph}\) represent an average rate over a time interval or an instantaneous rate at one moment? Explain in one sentence.

Hints

- Decide whether the information refers to one moment or to a span of time. - An average rate requires an interval with two different times. - Think about what a speedometer-like display reports right now.

Solution

1. The display refers to one exact moment, \(2{:}15\) p.m., rather than to an interval of time. 2. Therefore, \(18\,\text{mph}\) represents an instantaneous rate of change.

Answer

It is an instantaneous rate because it describes the bicycle's speed at one moment.
Average and instantaneous rate of change 3
A function has \(f(1)=4\) and \(f(3)=10\). Find the average rate of change of \(f\) on \([1,3]\).

Hints

- Compare the change in the function values with the change in the inputs. - Keep the endpoint order the same in the numerator and denominator.

Solution

1. The change in output is \(10-4=6\). 2. The change in input is \(3-1=2\). 3. The average rate of change is \(\frac{6}{2}=3\).

Answer

\(3\)
Average and instantaneous rate of change 4
The graph shows the total distance a hiker has walked. Find the hiker's average speed over the first \(3\) hours. Include units.
Figure for problem 561485

Hints

- Check what each axis measures before using a slope. - Distance divided by elapsed time gives a speed unit.

Solution

1. The graph shows \(0\) miles at the start and \(9\) miles after \(3\) hours. 2. The average speed is \(\frac{9-0}{3-0}=3\,\frac{\text{mi}}{\text{h}}\).

Answer

\(3\,\text{mph}\)
Average and instantaneous rate of change 5
Find the average rate of change between the two marked points on the curve. Is it positive or negative?
Figure for problem 561486

Hints

- A curved graph can still have a straight secant through two points. - Compare the height at the right endpoint with the height at the left endpoint.

Solution

1. The curve passes through \(P=(0,4)\) and \(Q=(2,0)\). 2. The average rate is \(\frac{0-4}{2-0}=-2\), which is negative.

Answer

\(-2\); negative.
Average and instantaneous rate of change 6
Is the tangent slope at the marked point positive, negative, or zero? Explain using the curve's direction on each side.
Figure for problem 561488

Hints

- Follow the curve from left to right just before and just after the marked point. - Imagine zooming in very closely at the point. Which direction would a tangent line follow?

Solution

1. Immediately before the highest point the curve rises; immediately after it the curve falls. 2. At the smooth highest point, the tangent is horizontal and its slope is zero.

Answer

Zero. The curve rises before the smooth peak and falls after it, making the tangent there horizontal.
Average and instantaneous rate of change 7
A bicycle computer shows two readings: A: \(12\,\text{mi}\) traveled in \(1\,\text{h}\). B: The speedometer shows \(15\,\text{mph}\) at exactly noon. Which gives an average rate, and which gives an instantaneous rate?

Hints

- Which kind of rate could be calculated from an entire journey's distance and elapsed time? - Which reading could change from one second to the next without affecting a past trip's average?

Solution

1. Reading A covers a whole hour, so it describes average speed. 2. Reading B describes one moment, so it describes instantaneous speed.

Answer

A: Average rate. B: Instantaneous rate.
Average and instantaneous rate of change 8
A runner's distance from the start is \(s(t)\) meters after \(t\) seconds. What does \(s'(6)\) mean?

Hints

- Does this notation describe a distance, or how that distance is changing? - Think about what the input \(6\) and the two measurement units tell you.

Solution

1. The prime in \(s'(6)\) means the instantaneous rate at the input \(t=6\). 2. It describes how quickly the runner's distance from the start is changing at exactly \(6\,\text{s}\), in meters per second.

Answer

The runner's instantaneous rate of change of distance from the start at \(6\,\text{s}\), in \(\text{m/s}\).
Average and instantaneous rate of change 9
The height of a toy rocket is measured in feet after \(t\) seconds. At \(t=3\), its instantaneous height-change rate is \(-8\,\text{ft/s}\). Is its height rising or falling at that moment? What does the number \(8\) mean?

Hints

- Think about what the sign of a vertical rate says about direction. - Interpret the magnitude separately from the negative sign.

Solution

1. A negative rate means the height is falling. 2. The size of the rate is \(8\,\text{ft/s}\), so its height is decreasing at \(8\) feet per second at that instant.

Answer

Falling at \(8\,\text{ft/s}\).
Average and instantaneous rate of change 10
A rocket’s distance traveled, \(s\) (in \(\text{km}\)), is modeled by \(s = 3t^2\), where \(t\) is time in minutes. Find the rocket’s average speed from \(t = 4\,\text{min}\) to \(t = 6\,\text{min}\).

Hints

- What formula gives average speed from a change in distance and a change in time? - Find the rocket’s distance at the beginning and end of the time interval. - Think about the difference quotient.

Solution

1. Find the distance at \(t = 4\): \(s(4) = 3 \cdot 4^2 = 48\). 2. Find the distance at \(t = 6\): \(s(6) = 3 \cdot 6^2 = 108\). 3. Compute the change in distance: \(\Delta s = 108 - 48 = 60\). 4. Compute the change in time: \(\Delta t = 6 - 4 = 2\). 5. The average speed is \(\frac{\Delta s}{\Delta t} = \frac{60}{2} = 30\,\frac{\text{km}}{\text{min}}\).

Answer

\(30\,\frac{\text{km}}{\text{min}}\)
Average and instantaneous rate of change 11
Let \(f(x) = \frac{1}{2}x^3 - 2x\). Find the average rate of change of \(f\) over each interval: 1. \([-2, 0]\) 2. \([1, 4]\)

Hints

- Recall the difference-quotient formula for average rate of change. - How do you evaluate a function at a given input? - Be especially careful with signs when substituting negative values. - Geometrically, what does the result tell you about the secant line through the endpoint points?

Solution

1. Evaluate the endpoints: \(f(-2) = \frac{1}{2} \cdot (-2)^3 - 2 \cdot (-2) = -4 + 4 = 0\) and \(f(0) = 0\). Then \(\frac{f(0) - f(-2)}{0 - (-2)} = \frac{0 - 0}{2} = 0\). 2. Evaluate the endpoints: \(f(1) = \frac{1}{2} \cdot 1^3 - 2 \cdot 1 = -1.5\) and \(f(4) = \frac{1}{2} \cdot 4^3 - 2 \cdot 4 = 32 - 8 = 24\). Then \(\frac{f(4) - f(1)}{4 - 1} = \frac{24 - (-1.5)}{3} = \frac{25.5}{3} = 8.5\).

Answer

1. \(0\) 2. \(8.5\)
Average and instantaneous rate of change 12
Let \(h(x) = -x^2 + 6x - 5\). Find the average rate of change of \(h\) over \([0, 2]\) and \([3, 5]\).

Hints

- Decide which endpoint values belong in the numerator and denominator of the difference quotient. - First calculate all needed values of \(h(x)\). - Work step by step and be careful when subtracting negative values.

Solution

1. For \([0, 2]\), \(h(0) = -5\) and \(h(2) = -2^2 + 6 \cdot 2 - 5 = 3\). Thus, \(\frac{h(2) - h(0)}{2 - 0} = \frac{3 - (-5)}{2} = 4\). 2. For \([3, 5]\), \(h(3) = -3^2 + 6 \cdot 3 - 5 = 4\) and \(h(5) = -5^2 + 6 \cdot 5 - 5 = 0\). Thus, \(\frac{h(5) - h(3)}{5 - 3} = \frac{0 - 4}{2} = -2\).

Answer

For \([0, 2]\), the average rate of change is \(4\). For \([3, 5]\), the average rate of change is \(-2\).
Average and instantaneous rate of change 13
Let \(f(x) = 2x^2 - 4x\). Find the average rate of change of \(f\) over each interval: a) \([2, 4]\) b) \([2, 2.5]\)

Hints

- Recall the connection between average rate of change and the slope of a secant line. - Which values belong in the difference quotient? - Check your function values at \(x = 2\), \(x = 4\), and \(x = 2.5\).

Solution

1. Evaluate the needed function values: \(f(2) = 2 \cdot 2^2 - 4 \cdot 2 = 0\), \(f(4) = 2 \cdot 4^2 - 4 \cdot 4 = 16\), and \(f(2.5) = 2 \cdot 2.5^2 - 4 \cdot 2.5 = 12.5 - 10 = 2.5\). 2. Over \([2, 4]\), \(\frac{f(4) - f(2)}{4 - 2} = \frac{16 - 0}{2} = 8\). 3. Over \([2, 2.5]\), \(\frac{f(2.5) - f(2)}{2.5 - 2} = \frac{2.5 - 0}{0.5} = 5\).

Answer

a) \(8\) b) \(5\)
Average and instantaneous rate of change 14
Let \(g(x) = \frac{4}{x}\), where \(x \ne 0\). Find the average rate of change of \(g\) over \([1, 4]\) and \([1, 1.6]\).

Hints

- What is the difference-quotient formula over an interval \([a, b]\)? - Be careful with signs when substituting the function values. - A quick sketch of the reciprocal function can help you check whether the rates should be positive or negative.

Solution

1. Evaluate the needed function values: \(g(1) = 4\), \(g(4) = 1\), and \(g(1.6) = 2.5\). 2. Over \([1, 4]\), \(\frac{g(4) - g(1)}{4 - 1} = \frac{1 - 4}{3} = -1\). 3. Over \([1, 1.6]\), \(\frac{g(1.6) - g(1)}{1.6 - 1} = \frac{2.5 - 4}{0.6} = -2.5\).

Answer

Over \([1, 4]\), the average rate of change is \(-1\). Over \([1, 1.6]\), the average rate of change is \(-2.5\).
Average and instantaneous rate of change 15
The table gives hypothetical temperatures for a city during one day, where \(t\) is the number of hours after midnight. <table> <tr> <td>Time \(t\) (in \(\text{h}\))</td> <td>\(0\)</td> <td>\(4\)</td> <td>\(8\)</td> <td>\(12\)</td> <td>\(16\)</td> <td>\(20\)</td> <td>\(24\)</td> </tr> <tr> <td>Temperature \(T\) (in \(^\circ\text{C}\))</td> <td>\(5\)</td> <td>\(2\)</td> <td>\(6\)</td> <td>\(15\)</td> <td>\(19\)</td> <td>\(13\)</td> <td>\(7\)</td> </tr> </table> Find the average rate of change of the temperature over each interval: a) The entire 24-hour period, from \(t = 0\) to \(t = 24\). b) The early morning, from \(t = 4\) to \(t = 8\). c) From \(t = 8\) to \(t = 16\). d) The evening, from \(t = 16\) to \(t = 24\).

Hints

- What calculation gives the average change over an interval? - Choose the table entries at the two endpoints of each interval. - What does a negative result mean in the context of temperature? - Divide the change in temperature by the change in time.

Solution

1. Over \([0, 24]\), \(\frac{T(24) - T(0)}{24 - 0} = \frac{7 - 5}{24} = \frac{1}{12} \approx 0.083\,\frac{^\circ\text{C}}{\text{h}}\). 2. Over \([4, 8]\), \(\frac{T(8) - T(4)}{8 - 4} = \frac{6 - 2}{4} = 1\,\frac{^\circ\text{C}}{\text{h}}\). 3. Over \([8, 16]\), \(\frac{T(16) - T(8)}{16 - 8} = \frac{19 - 6}{8} = \frac{13}{8} = 1.625\,\frac{^\circ\text{C}}{\text{h}}\). 4. Over \([16, 24]\), \(\frac{T(24) - T(16)}{24 - 16} = \frac{7 - 19}{8} = -1.5\,\frac{^\circ\text{C}}{\text{h}}\).

Answer

a) \(\frac{1}{12}\,\frac{^\circ\text{C}}{\text{h}} \approx 0.083\,\frac{^\circ\text{C}}{\text{h}}\) b) \(1\,\frac{^\circ\text{C}}{\text{h}}\) c) \(1.625\,\frac{^\circ\text{C}}{\text{h}}\) d) \(-1.5\,\frac{^\circ\text{C}}{\text{h}}\)
Average and instantaneous rate of change 16
A remote-controlled car travels along a straight test track. The table gives simulated values of its distance \(s\) from the starting point as a function of time \(t\). <table> <tr> <td>Time \(t\) (in \(\text{s}\))</td> <td>\(0\)</td> <td>\(2\)</td> <td>\(4\)</td> <td>\(6\)</td> <td>\(8\)</td> <td>\(10\)</td> </tr> <tr> <td>Distance \(s\) (in \(\text{m}\))</td> <td>\(0\)</td> <td>\(3.2\)</td> <td>\(12.8\)</td> <td>\(28.8\)</td> <td>\(51.2\)</td> <td>\(80.0\)</td> </tr> </table> Find the average speed for: a) The first 4 seconds. b) The interval from 4 to 8 seconds. c) The final 2 seconds of the measurement. d) The entire observed time interval.

Hints

- How are distance, time, and average speed related? - Recall the slope formula for a secant line through two points on a graph. - What units should the speed have here? - Compare your answers. What do they suggest about how the car’s speed changes?

Solution

1. Over \([0, 4]\), \(\frac{s(4) - s(0)}{4 - 0} = \frac{12.8 - 0}{4} = 3.2\,\frac{\text{m}}{\text{s}}\). 2. Over \([4, 8]\), \(\frac{s(8) - s(4)}{8 - 4} = \frac{51.2 - 12.8}{4} = 9.6\,\frac{\text{m}}{\text{s}}\). 3. Over \([8, 10]\), \(\frac{s(10) - s(8)}{10 - 8} = \frac{80.0 - 51.2}{2} = 14.4\,\frac{\text{m}}{\text{s}}\). 4. Over \([0, 10]\), \(\frac{s(10) - s(0)}{10 - 0} = \frac{80.0 - 0}{10} = 8.0\,\frac{\text{m}}{\text{s}}\).

Answer

a) \(3.2\,\frac{\text{m}}{\text{s}}\) b) \(9.6\,\frac{\text{m}}{\text{s}}\) c) \(14.4\,\frac{\text{m}}{\text{s}}\) d) \(8.0\,\frac{\text{m}}{\text{s}}\)
Average and instantaneous rate of change 17
A hot drink cools in a room. The table gives hypothetical values of its temperature \(T\) at several times \(t\). <table border="1"> <tr> <td>Time \(t\) (in \(\text{min}\))</td> <td>\(0\)</td> <td>\(4\)</td> <td>\(10\)</td> <td>\(20\)</td> </tr> <tr> <td>Temperature \(T\) (in \(^\circ\text{C}\))</td> <td>\(92\)</td> <td>\(76\)</td> <td>\(58\)</td> <td>\(38\)</td> </tr> </table> 1. Find the average rate of change of the temperature over \([0, 4]\) and over \([4, 20]\). 2. Interpret the sign of each result in context. 3. Give a common name for the quantity you calculated.

Hints

- How do you find the slope through two data points? - What does the result represent per unit of time? - Does the temperature rise or fall as time passes? - What phrase describes how quickly an object becomes cooler?

Solution

1. Over \([0, 4]\), \(\frac{T(4) - T(0)}{4 - 0} = \frac{76 - 92}{4} = -4\,\frac{^\circ\text{C}}{\text{min}}\). Over \([4, 20]\), \(\frac{T(20) - T(4)}{20 - 4} = \frac{38 - 76}{16} = -2.375\,\frac{^\circ\text{C}}{\text{min}}\). 2. The negative signs indicate that the drink’s temperature decreases over time. 3. In this context, the quantity is the average cooling rate, or average rate of temperature change.

Answer

1. Over \([0, 4]\): \(-4\,\frac{^\circ\text{C}}{\text{min}}\) Over \([4, 20]\): \(-2.375\,\frac{^\circ\text{C}}{\text{min}}\) 2. The negative signs mean that the drink is cooling. 3. The average cooling rate.
Average and instantaneous rate of change 18
For each quantity, write the unit of the quantity and the unit of its instantaneous rate of change. A: \(E(t)\) is energy in joules; \(t\) is in seconds. B: \(h(t)\) is water height in inches; \(t\) is in minutes. C: \(m(s)\) is the mass of a rope in pounds; \(s\) is rope length in feet. D: \(P(q)\) is a bakery's profit in dollars from \(q\) pies.

Hints

- The unit of a rate is the output unit divided by the input unit. - Read which variable each quantity depends on before writing the denominator unit. - Focus on units rather than specialized names for the rates.

Solution

1. Energy is measured in joules, and its rate with respect to seconds is measured in joules per second. 2. Water height is measured in inches, and its rate is inches per minute. 3. Rope mass is measured in pounds, and its rate with respect to length is pounds per foot. 4. Profit is measured in dollars, and its rate with respect to pie count is dollars per pie.

Answer

A: \(\text{J}\); \(\text{J/s}\). B: \(\text{in.}\); \(\text{in./min}\). C: \(\text{lb}\); \(\text{lb/ft}\). D: \(\$\); \(\$/\text{pie}\).
Average and instantaneous rate of change 19
A function \(A\) gives the area of a lake covered by algae, where \(A(t)\) is measured in square meters and \(t\) is the number of days after the first measurement. Interpret each statement in context. a) \(A(10) = 50\) b) \(\frac{A(10)-A(0)}{10} = 4\) c) \(A'(10) = 6\)

Hints

- Determine the units of each expression. - Distinguish between a time interval and one instant. - A function value gives an amount, an average rate describes an interval, and a derivative describes an instant.

Solution

1. The statement \(A(10) = 50\) means that \(10\) days after the first measurement, algae cover \(50\,\text{m}^2\) of the lake. 2. The quotient \(\frac{A(10)-A(0)}{10} = 4\) is the average rate of change over the first \(10\) days. The covered area grew by an average of \(4\,\text{m}^2\) per day. 3. The derivative value \(A'(10) = 6\) is the instantaneous growth rate on day \(10\). At that time, the covered area is growing at \(6\,\text{m}^2\) per day.

Answer

a) After \(10\) days, algae cover \(50\,\text{m}^2\). b) During the first \(10\) days, the covered area grew by an average of \(4\,\frac{\text{m}^2}{\text{day}}\). c) On day \(10\), the covered area is growing at \(6\,\frac{\text{m}^2}{\text{day}}\).
Average and instantaneous rate of change 20
A function \(s\) gives a vehicle’s distance traveled during acceleration, where \(s(t)\) is measured in meters and \(t\) in seconds after the start. Interpret each statement in context. a) \(s(4) = 40\) b) \(\frac{s(10)-s(0)}{10} = 25\) c) \(s'(10) = 45\)

Hints

- How are distance traveled and speed related? - Distinguish between an average over an interval and a value at one instant. - Distance divided by time has speed units.

Solution

1. The statement \(s(4) = 40\) means that after \(4\) seconds, the vehicle has traveled \(40\) meters. 2. The quotient \(\frac{s(10)-s(0)}{10} = 25\) is the average speed over \([0, 10]\), so the vehicle averaged \(25\,\frac{\text{m}}{\text{s}}\) during the first \(10\) seconds. 3. The derivative value \(s'(10) = 45\) is the instantaneous speed at \(t = 10\), so the vehicle is traveling at \(45\,\frac{\text{m}}{\text{s}}\) at that instant.

Answer

a) After \(4\) seconds, the vehicle has traveled \(40\,\text{m}\). b) Its average speed during the first \(10\) seconds is \(25\,\frac{\text{m}}{\text{s}}\). c) Its instantaneous speed at \(t = 10\) is \(45\,\frac{\text{m}}{\text{s}}\).
Average and instantaneous rate of change 21
Let \(f(x)=\frac{1}{2}x^3-2x\). a) Without calculating the difference quotient, compare \(f(1)\) and \(f(3)\) and use that comparison to determine whether the average rate of change of \(f\) on \([1,3]\) is positive, negative, or zero. Explain your reasoning. b) Calculate the average rate of change on \([1,3]\).

Hints

- For part a), focus on the signs of the numerator and denominator of a secant slope rather than its exact value. - Compare the two endpoint function values. - For part b), use the average-rate-of-change formula after you have justified the sign.

Solution

1. Evaluate the endpoint values: \(f(1)=-1.5\) and \(f(3)=7.5\). 2. Since \(f(3)-f(1)>0\) and \(3-1>0\), the average rate of change is positive. 3. Compute the difference quotient: \(\frac{7.5-(-1.5)}{3-1}=\frac{9}{2}=4.5\).

Answer

a) Positive, because \(f(3)>f(1)\) while \(3-1>0\). b) \(4.5\)
Average and instantaneous rate of change 22
Let \(g(x)=\frac{8}{x^2}\) for \(x>0\). a) Let \(0<a<b\). Without evaluating \(g\) at any specific numerical inputs, explain why the average rate of change of \(g\) on \([a,b]\) must be negative. b) Find the exact average rate of change of \(g\) on \([1,4]\).

Hints

- For positive inputs, compare \(a^2\) and \(b^2\) before taking reciprocals. - Determine the signs of the numerator and denominator of a general secant slope separately. - For the numerical interval, use the average-rate-of-change formula only after completing the structural sign argument.

Solution

1. Since \(0<a<b\), we have \(a^2<b^2\), so \(\frac{1}{a^2}>\frac{1}{b^2}\). Therefore, \(g(a)>g(b)\). In the secant slope \(\frac{g(b)-g(a)}{b-a}\), the numerator is negative and the denominator is positive, so every such secant slope is negative. 2. Evaluate \(g(1)=8\) and \(g(4)=\frac12\). The average rate of change is \(\frac{\frac12-8}{4-1}=\frac{-\frac{15}{2}}{3}=-\frac52\).

Answer

a) The average rate is negative because for \(0<a<b\), \(g(a)>g(b)\), so \(g(b)-g(a)<0\) while \(b-a>0\). b) \(-\frac52\)
Average and instantaneous rate of change 23
The function \(h(t)\) gives the height of a sunflower in inches \(t\) days after it sprouts. Interpret each expression in context and give its units. a) \(h(t+7)-h(t)\) b) \(\frac{h(t+\Delta t)-h(t)}{\Delta t}\) c) \(h'(t)\)

Hints

- Identify what the input and output of the function represent. - A difference of output values represents a change in height. - Dividing a height change by a time change gives a growth rate. - The derivative represents an instantaneous rate of change.

Solution

1. \(h(t+7)-h(t)\) is the sunflower's change in height during the seven days after day \(t\). Its units are inches. 2. \(\frac{h(t+\Delta t)-h(t)}{\Delta t}\) is the sunflower's average growth rate from day \(t\) to day \(t+\Delta t\). Its units are inches per day. 3. \(h'(t)\) is the sunflower's instantaneous growth rate on day \(t\). Its units are inches per day.

Answer

a) The change in height over seven days, measured in inches b) The average growth rate from \(t\) to \(t+\Delta t\), measured in inches per day c) The instantaneous growth rate at time \(t\), measured in inches per day
Average and instantaneous rate of change 24
A test vehicle moves along a straight track. The function \(s(t)\) gives the vehicle's position in meters at time \(t\) seconds. Explain the physical meaning of each expression. a) \(\frac{s(t_2)-s(t_1)}{t_2-t_1}\) b) \(s'(t)\)

Hints

- Compare displacement over an interval with motion at one instant. - A difference quotient gives an average rate over an interval. - A derivative gives an instantaneous rate at one time.

Solution

1. \(\frac{s(t_2)-s(t_1)}{t_2-t_1}\) is the vehicle's average velocity from time \(t_1\) to time \(t_2\), measured in meters per second. 2. \(s'(t)\) is the vehicle's instantaneous velocity at time \(t\), measured in meters per second.

Answer

a) The average velocity from \(t_1\) to \(t_2\), measured in meters per second b) The instantaneous velocity at time \(t\), measured in meters per second
Average and instantaneous rate of change 25
A hot-air balloon rises after takeoff. The function \(h(t)\) gives its height in feet at time \(t\) minutes. Interpret each expression in context and give its units. a) \(h(t)-h(t_0)\) b) \(\frac{h(t)-h(t_0)}{t-t_0}\) c) \(h'(t_0)\)

Hints

- Determine the units of the numerator and denominator in each expression. - Distinguish between a change over a time interval and a rate at one instant. - Relate the derivative of height to vertical velocity.

Solution

1. \(h(t)-h(t_0)\) is the balloon's change in height from time \(t_0\) to time \(t\). Its units are feet. 2. \(\frac{h(t)-h(t_0)}{t-t_0}\) is the balloon's average vertical velocity from time \(t_0\) to time \(t\). Its units are feet per minute. 3. \(h'(t_0)\) is the balloon's instantaneous vertical velocity at time \(t_0\). Its units are feet per minute.

Answer

a) The change in height from \(t_0\) to \(t\), measured in feet b) The average vertical velocity from \(t_0\) to \(t\), measured in feet per minute c) The instantaneous vertical velocity at \(t_0\), measured in feet per minute
Average and instantaneous rate of change 26
The derivative of a function \(f\) is constant: \(f'(x)=c\) for every real number \(x\). The graph of \(f\) passes through \(P(0, 1.5)\) and \(Q(5, 9)\). 1. Find \(c\). 2. Find an equation for \(f\). 3. Describe how the value of \(f\) changes whenever \(x\) increases by exactly \(1\).

Hints

- What type of function has the same slope at every input? - Use the two given points to calculate the slope of the line. - Interpret the derivative as the change in the function value per unit change in \(x\). - One given point lies on the \(y\)-axis.

Solution

1. A function with a constant derivative is linear, and the derivative equals its slope. Using \(P\) and \(Q\), \(c=\frac{9-1.5}{5-0}=\frac{7.5}{5}=1.5\). 2. Write \(f(x)=mx+b\). Since \(m=1.5\) and \(P(0, 1.5)\) gives \(b=1.5\), the function is \(f(x)=1.5x+1.5\). 3. The slope gives the change in the function value for an increase of \(1\) in \(x\). Therefore, the value of \(f\) increases by \(1.5\) each time \(x\) increases by \(1\).

Answer

1. \(c=1.5\) 2. \(f(x)=1.5x+1.5\) 3. The function value increases by \(1.5\).
Average and instantaneous rate of change 27
Use the graph of \(f\) to find the average rate of change over each interval: a) \([-1, 1]\) b) \([0, 2]\)
Figure for problem 532341

Hints

- Write the difference-quotient formula over an interval \([a, b]\). - Read the function values at the endpoints from the graph. - Find the change in the function values and divide by the change in \(x\). - Substitute the values carefully.

Solution

1. Read the endpoint values from the graph. For part a, \(f(-1) = -1\) and \(f(1) = 3\). For part b, \(f(0) = 1\) and \(f(2) = -1\). 2. Over \([-1, 1]\), \(\frac{f(1) - f(-1)}{1 - (-1)} = \frac{3 - (-1)}{2} = 2\). 3. Over \([0, 2]\), \(\frac{f(2) - f(0)}{2 - 0} = \frac{-1 - 1}{2} = -1\).

Answer

a) \(2\) b) \(-1\)
Average and instantaneous rate of change 28
The graph shows the height \(h(t)\), in meters, of a research drone during a test flight, where \(t\) is measured in minutes. a) Find the average rate of change of the height over \([1, 5]\). Include units. b) Find the average rate of change over \([6, 8]\) and explain the meaning of its sign in context.
Figure for problem 532344

Hints

- Read the coordinates of the relevant points from the graph. - Divide the change in height by the elapsed time. - Recall the secant-slope formula. - What does a positive or negative rate mean for the drone’s motion?

Solution

1. From the graph, \(h(1) = 3\,\text{m}\) and \(h(5) = 17\,\text{m}\). 2. Over \([1, 5]\), \(\frac{h(5) - h(1)}{5 - 1} = \frac{17 - 3}{4} = 3.5\,\frac{\text{m}}{\text{min}}\). 3. From the graph, \(h(6) = 18\,\text{m}\) and \(h(8) = 10\,\text{m}\). 4. Over \([6, 8]\), \(\frac{h(8) - h(6)}{8 - 6} = \frac{10 - 18}{2} = -4\,\frac{\text{m}}{\text{min}}\). 5. The negative sign means that the drone’s altitude decreases during this interval; it descends by an average of \(4\) meters per minute.

Answer

a) \(3.5\,\frac{\text{m}}{\text{min}}\) b) \(-4\,\frac{\text{m}}{\text{min}}\). The negative sign means that the drone descends on average during this interval.
Average and instantaneous rate of change 29
The three panels show the graphs of \(f\), \(g\), and \(h\), together with their tangent lines at \(x=2\). Use the tangent lines to find each derivative value. a) \(f'(2)\) b) \(g'(2)\) c) \(h'(2)\)
Figure for problem 532346

Hints

- The derivative at a point is the slope of the tangent line there. - Choose two grid points on each tangent line. - Use \(\frac{\Delta y}{\Delta x}\) to calculate slope. - A horizontal line has slope \(0\).

Solution

1. A derivative value equals the slope of the tangent line at the point of tangency. 2. In panel a), the tangent line passes through \((0,0)\) and \((2,2)\), so \(f'(2)=\frac{2-0}{2-0}=1\). 3. In panel b), the tangent line is horizontal, so \(g'(2)=0\). 4. In panel c), the tangent line passes through \((1,3)\) and \((2,1)\), so \(h'(2)=\frac{1-3}{2-1}=-2\).

Answer

a) \(f'(2)=1\) b) \(g'(2)=0\) c) \(h'(2)=-2\)
Average and instantaneous rate of change 30
The graph shows a function \(f\), the tangent line \(t_0\) at \(x=0\), and the tangent line \(t_2\) at \(x=2\). Use the graph to find: a) the average rate of change of \(f\) over \([-1,1]\), b) the average rate of change of \(f\) over \([2,4]\), c) the instantaneous rates of change \(f'(0)\) and \(f'(2)\).
Figure for problem 532360

Hints

- Use the slope formula for the secant line through the endpoint graph points. - Read the required function values directly from the graph. - An instantaneous rate of change is the slope of a tangent line. - Choose two easy-to-read points on each tangent line.

Solution

1. From the graph, \(f(-1)=0\) and \(f(1)=3\). Therefore, the average rate over \([-1,1]\) is \(\frac{3-0}{1-(-1)}=\frac{3}{2}=1.5\). 2. From the graph, \(f(2)=6\) and \(f(4)=0\). Therefore, the average rate over \([2,4]\) is \(\frac{0-6}{4-2}=-3\). 3. The instantaneous rate is the slope of the corresponding tangent line. The line \(t_0\) passes through \((0,0)\) and \((1,2)\), so \(f'(0)=\frac{2-0}{1-0}=2\). The line \(t_2\) passes through \((1,4)\) and \((2,6)\), so \(f'(2)=\frac{6-4}{2-1}=2\).

Answer

a) \(1.5\) b) \(-3\) c) \(f'(0)=2\) and \(f'(2)=2\)
Average and instantaneous rate of change 31
The graph of \(f\) is shown with tangent lines labeled \(t_{-2}\), \(t_0\), and \(t_2\) at \(x=-2\), \(x=0\), and \(x=2\), respectively. Use the marked points on the tangent lines to find each derivative value. a) \(f'(-2)\) b) \(f'(0)\) c) \(f'(2)\)
Figure for problem 532361

Hints

- The derivative at a point equals the slope of the tangent line there. - Choose two marked points on each tangent line. - Calculate each slope as rise divided by run. - Pay close attention to negative coordinates when subtracting.

Solution

1. On \(t_{-2}\), use \((-3,1)\) and \((-1,3)\): \(f'(-2)=\frac{3-1}{-1-(-3)}=1\). 2. On \(t_0\), use \((-1,2)\) and \((1,-2)\): \(f'(0)=\frac{-2-2}{1-(-1)}=-2\). 3. On \(t_2\), use \((1,-3)\) and \((3,-1)\): \(f'(2)=\frac{-1-(-3)}{3-1}=1\).

Answer

a) \(f'(-2)=1\) b) \(f'(0)=-2\) c) \(f'(2)=1\)
Average and instantaneous rate of change 32
For each panel, find the instantaneous rate of change at the marked point \(P\) by using the drawn tangent line. a) Graph of \(f\) at \(P(2, 0)\) b) Graph of \(g\) at \(P(2, 1)\) c) Graph of \(h\) at \(P(1, 1)\)
Figure for problem 532415

Hints

- The instantaneous rate of change equals the slope of the tangent line. - Choose two grid points on each tangent line. - Use slope \(=\frac{\text{rise}}{\text{run}}\). - Check the vertical scale in panel c).

Solution

1. In panel a), the tangent line passes through \((2, 0)\) and \((3, 2)\). Its slope is \(\frac{2-0}{3-2} = 2\). 2. In panel b), the tangent line passes through \((2, 1)\) and \((3, 0)\). Its slope is \(\frac{0-1}{3-2} = -1\). 3. In panel c), the tangent line passes through \((1, 1)\) and \((3, 2)\). Its slope is \(\frac{2-1}{3-1} = 0.5\).

Answer

a) \(2\) b) \(-1\) c) \(0.5\)
Average and instantaneous rate of change 33
The graph shows the tidal water level \(h(t)\), in meters, in a harbor over a 12-hour period, where \(t\) is measured in hours. a) Read \(h(0)\) and \(h(6)\) from the graph, and find the average rate of change over \([0, 6]\). b) Read \(h(2)\) and \(h(8)\) from the graph, and find the average rate of change over \([2, 8]\). c) Interpret the value from part a in context.
Figure for problem 532495

Hints

- First read the water levels at the interval endpoints. - Use \(\frac{h(b) - h(a)}{b - a}\). - Divide the water-level unit by the time unit. - What does a positive rate mean for the water level?

Solution

1. From the graph, \(h(0) = 1\,\text{m}\), \(h(6) = 7\,\text{m}\), \(h(2) = 2.5\,\text{m}\), and \(h(8) = 5.5\,\text{m}\). 2. Over \([0, 6]\), \(\frac{h(6) - h(0)}{6 - 0} = \frac{7 - 1}{6} = 1\,\frac{\text{m}}{\text{h}}\). 3. Over \([2, 8]\), \(\frac{h(8) - h(2)}{8 - 2} = \frac{5.5 - 2.5}{6} = 0.5\,\frac{\text{m}}{\text{h}}\). 4. During the first six hours, the water level rises by an average of \(1\) meter per hour.

Answer

a) \(h(0) = 1\,\text{m}\), \(h(6) = 7\,\text{m}\), and the average rate is \(1\,\frac{\text{m}}{\text{h}}\). b) \(h(2) = 2.5\,\text{m}\), \(h(8) = 5.5\,\text{m}\), and the average rate is \(0.5\,\frac{\text{m}}{\text{h}}\). c) The water level rises by an average of \(1\) meter per hour from \(t = 0\) to \(t = 6\).
Average and instantaneous rate of change 34
Use the graph of \(f\). a) Find the average rate of change of \(f\) over \([-2, -1]\) and over \([-1, 1]\). b) Give one interval over which the average rate of change is \(0\).
Figure for problem 532498

Hints

- Read the function values at the interval endpoints. - Use the average-rate-of-change formula. - When is a fraction equal to zero? - Look for two graph points with the same y-coordinate.

Solution

1. Read the values from the graph: \(f(-2) = 1\), \(f(-1) = 3\), \(f(0) = 1\), \(f(1) = -1\), and \(f(2) = 1\). 2. Over \([-2, -1]\), \(\frac{f(-1) - f(-2)}{-1 - (-2)} = \frac{3 - 1}{1} = 2\). 3. Over \([-1, 1]\), \(\frac{f(1) - f(-1)}{1 - (-1)} = \frac{-1 - 3}{2} = -2\). 4. An average rate of \(0\) occurs when the endpoint function values are equal. Since \(f(-2) = f(0) = f(2) = 1\), possible intervals include \([-2, 0]\), \([0, 2]\), and \([-2, 2]\).

Answer

a) \([-2,-1]\): \(2\); \([-1,1]\): \(-2\) b) One possible interval is \([-2,0]\).
Average and instantaneous rate of change 35
A large water tank is being filled. The graph shows the water volume \(V\), in cubic meters, as a function of time \(t\), in hours. Find the average inflow rate over each interval. Include units. a) \(I_1 = [0, 4]\) b) \(I_2 = [4, 8]\)
Figure for problem 532499

Hints

- Recall the difference-quotient formula. - Read the volume values at the interval endpoints. - Divide the change in volume by the length of the time interval. - The rate unit is volume divided by time.

Solution

1. From the graph, \(V(0) = 0\,\text{m}^3\), \(V(4) = 12\,\text{m}^3\), and \(V(8) = 40\,\text{m}^3\). 2. Over \([0, 4]\), \(\frac{V(4) - V(0)}{4 - 0} = \frac{12 - 0}{4} = 3\,\frac{\text{m}^3}{\text{h}}\). 3. Over \([4, 8]\), \(\frac{V(8) - V(4)}{8 - 4} = \frac{40 - 12}{4} = 7\,\frac{\text{m}^3}{\text{h}}\).

Answer

a) \(3\,\frac{\text{m}^3}{\text{h}}\) b) \(7\,\frac{\text{m}^3}{\text{h}}\)
Average and instantaneous rate of change 36
The two panels show the graphs of \(f\) and \(g\). Find the average rate of change of each function over each interval: a) \(I_1 = [2, 4]\) b) \(I_2 = [3, 5]\) c) \(I_3 = [4, 6]\) d) \(I_4 = [2, 6]\)
Figure for problem 532501

Hints

- Use the difference quotient over each interval. - Read each function value at the interval endpoints. - The marked points help you read exact coordinates. - Calculate each function separately.

Solution

1. From the graphs, \(f(2) = 3\), \(f(3) = 6\), \(f(4) = 3\), \(f(5) = 0\), and \(f(6) = 3\). Also, \(g(2) = 0\), \(g(3) = 3\), \(g(4) = 4\), \(g(5) = 3\), and \(g(6) = 0\). 2. For \(f\): over \([2, 4]\), the rate is \(\frac{3 - 3}{2} = 0\); over \([3, 5]\), \(\frac{0 - 6}{2} = -3\); over \([4, 6]\), \(\frac{3 - 3}{2} = 0\); and over \([2, 6]\), \(\frac{3 - 3}{4} = 0\). 3. For \(g\): over \([2, 4]\), the rate is \(\frac{4 - 0}{2} = 2\); over \([3, 5]\), \(\frac{3 - 3}{2} = 0\); over \([4, 6]\), \(\frac{0 - 4}{2} = -2\); and over \([2, 6]\), \(\frac{0 - 0}{4} = 0\).

Answer

a) \(f\): \(0\); \(g\): \(2\) b) \(f\): \(-3\); \(g\): \(0\) c) \(f\): \(0\); \(g\): \(-2\) d) \(f\): \(0\); \(g\): \(0\)
Average and instantaneous rate of change 37
The graph of \(f\) and its tangent line \(t\) at \(x = 1\) are shown. Use the tangent line to find \(f'(1)\).
Figure for problem 532503

Hints

- A derivative value equals the slope of the tangent line. - Choose two points on the tangent line whose coordinates can be read exactly. - Use rise divided by run.

Solution

1. The derivative \(f'(1)\) equals the slope of tangent line \(t\). 2. Two readable points on the tangent line are \((1,-1)\) and \((2,0)\). 3. Calculate the slope: \(\frac{0-(-1)}{2-1}=1\). 4. Therefore, \(f'(1)=1\).

Answer

\(f'(1) = 1\)
Average and instantaneous rate of change 38
The graph of \(f\) has four marked points, \(A\), \(B\), \(C\), and \(D\). a) At which marked points is the slope of the graph negative? b) Order the points from the smallest slope to the largest slope.
Figure for problem 532506

Hints

- A decreasing graph has negative slope; an increasing graph has positive slope. - Imagine a tangent line at each marked point. - A steep downward tangent has a very negative slope. - Compare the steepness at the two points where the graph is increasing.

Solution

1. A graph has negative slope where it decreases from left to right. The graph is decreasing at \(A\) and \(D\), so those points have negative slopes. 2. At \(D\), the graph decreases most steeply, so its slope is the smallest. 3. At \(A\), the graph decreases less steeply, so its slope is greater than the slope at \(D\) but still negative. 4. The graph increases at \(B\) and \(C\). It is steeper at \(C\), so the slope at \(C\) is greater than the slope at \(B\). 5. Therefore, the order is \(D, A, B, C\).

Answer

a) \(A\) and \(D\) b) \(D, A, B, C\)
Average and instantaneous rate of change 39
The graph of \(f\) includes tangent lines at \(x=0\), \(x=2\), and \(x=4\). a) Use the tangent lines to find \(f'(0)\), \(f'(2)\), and \(f'(4)\). b) Determine whether the derivative is positive, negative, or zero at \(x=-1\), \(x=1\), and \(x=5\).
Figure for problem 532508

Hints

- A derivative value equals the slope of the tangent line. - Use two readable grid points on each drawn tangent line. - A horizontal tangent has slope \(0\). - The derivative is positive where the graph rises and negative where it falls.

Solution

1. At \(x=0\), the tangent line passes through \((0,-1)\) and \((1,-3)\). Its slope is \(\frac{-3-(-1)}{1-0}=-2\), so \(f'(0)=-2\). 2. At \(x=2\), the tangent line is horizontal, so \(f'(2)=0\). 3. At \(x=4\), the tangent line passes through \((4,-1)\) and \((5,1)\). Its slope is \(\frac{1-(-1)}{5-4}=2\), so \(f'(4)=2\). 4. The graph is decreasing at \(x=-1\) and \(x=1\), so \(f'(-1)<0\) and \(f'(1)<0\). 5. The graph is increasing at \(x=5\), so \(f'(5)>0\).

Answer

a) \(f'(0)=-2\), \(f'(2)=0\), and \(f'(4)=2\) b) \(f'(-1)<0\), \(f'(1)<0\), and \(f'(5)>0\)
Average and instantaneous rate of change 40
A storage tank is filled and drained during a 12-hour test. The graph shows its water depth \(h(t)\), in meters, \(t\) hours after the test starts. a) Find the average rate of change over each interval, with units: 1. \([0,2]\) 2. \([2,6]\) 3. \([10,12]\) b) Find the average rate over the full interval \([0,12]\). What does it mean? c) When is the water deepest, and what is the maximum depth? Use the graph to estimate the depth to the nearest \(0.2\,\text{m}\).
Figure for problem 532510

Hints

- Read the start and end depth for each requested interval. - Average rate is the depth change divided by elapsed hours. - For the maximum, read the highest point of the curve and check the height scale.

Solution

1. The graph gives \(h(0)=0\), \(h(2)=0.5\), \(h(6)=2.7\), \(h(10)=2.5\), and \(h(12)=0\), all in meters. 2. The rates are \(\frac{0.5-0}{2}=0.25\,\text{m/h}\), \(\frac{2.7-0.5}{4}=0.55\,\text{m/h}\), and \(\frac{0-2.5}{2}=-1.25\,\text{m/h}\). 3. The full-interval rate is \(\frac{h(12)-h(0)}{12}=0\,\text{m/h}\), because the starting and ending depths match. 4. The highest point is at \(t=8\,\text{h}\), with depth \(h(8)=3.2\,\text{m}\), read to the requested precision.

Answer

a) 1. \(0.25\,\text{m/h}\) 2. \(0.55\,\text{m/h}\) 3. \(-1.25\,\text{m/h}\) b) \(0\,\text{m/h}\); the net depth change is zero. c) At \(t=8\,\text{h}\); maximum depth about \(3.2\,\text{m}\).
Average and instantaneous rate of change 41
Four function graphs, labeled \(A\) through \(D\), are shown. Match each graph with the correct derivative value at \(x=1\). (1) \(f'(1)=0\) (2) \(f'(1)=2\) (3) \(f'(1)=-2\) (4) \(f'(1)=1\)
Figure for problem 533661

Hints

- The derivative at a point is the slope of the graph there. - Imagine a tangent line at \(x = 1\) in each panel. - A local maximum has derivative \(0\). - Compare the direction and steepness of the other three graphs.

Solution

1. Graph \(A\) is increasing steeply at \(x = 1\), with tangent slope \(2\). Thus, \(A\) matches (2). 2. Graph \(B\) has a local maximum at \(x = 1\), so its tangent is horizontal and the derivative is \(0\). Thus, \(B\) matches (1). 3. Graph \(C\) is increasing moderately at \(x = 1\), with tangent slope \(1\). Thus, \(C\) matches (4). 4. Graph \(D\) is decreasing steeply at \(x = 1\), with tangent slope \(-2\). Thus, \(D\) matches (3).

Answer

\(A\rightarrow (2)\) \(B\rightarrow (1)\) \(C\rightarrow (4)\) \(D\rightarrow (3)\)
Average and instantaneous rate of change 42
The graph of \(f\) has marked points at \(x_1 = -2\), \(x_2 = 0\), and \(x_3 = 2\). Use the shown tangent lines to find the derivative at each x-value.
Figure for problem 533662

Hints

- The derivative is the slope of the tangent line. - A horizontal tangent has slope \(0\). - Choose readable grid points on each shown tangent line. - Check the sign of each slope.

Solution

1. At \(x_1=-2\), the tangent line is horizontal. Therefore, \(f'(-2)=0\). 2. At \(x_2=0\), the tangent line passes through \((0,2)\) and \((1,0)\). Its slope is \(\frac{0-2}{1-0}=-2\), so \(f'(0)=-2\). 3. At \(x_3=2\), the tangent line passes through \((1,0)\) and \((2,-4)\). Its slope is \(\frac{-4-0}{2-1}=-4\), so \(f'(2)=-4\).

Answer

\(f'(-2) = 0\) \(f'(0) = -2\) \(f'(2) = -4\)
Average and instantaneous rate of change 43
The graph of a function \(f\) is shown. Find the average rate of change of \(f\) on the intervals \([-5, 0]\) and \([0, 5]\). What do you notice when you compare the two results?
Figure for problem 533663

Hints

- Average rate of change is the slope of the secant line through the two endpoint points. - Use \(\frac{f(b)-f(a)}{b-a}\). - Check whether the graph rises or falls on each interval.

Solution

1. Read the endpoint values from the graph: \(f(-5) = 3\), \(f(0) = -2\), and \(f(5) = 3\). 2. On \([-5, 0]\), the average rate of change is \(\frac{f(0)-f(-5)}{0-(-5)} = \frac{-2-3}{5} = -1\). 3. On \([0, 5]\), the average rate of change is \(\frac{f(5)-f(0)}{5-0} = \frac{3-(-2)}{5} = 1\). 4. The rates have the same absolute value but opposite signs. This is consistent with the graph being symmetric about the y-axis: it decreases on the first interval and increases on the second.

Answer

On \([-5, 0]\), the average rate of change is \(-1\). On \([0, 5]\), the average rate of change is \(1\). The rates have equal absolute values and opposite signs.
Average and instantaneous rate of change 44
a) Find the average rate of change of \(f\) on \([-4,4]\). b) Give a different interval \([a,b]\), with \(a<b\), on which the average rate of change is also \(0\). Explain.
Figure for problem 533664

Hints

- When do two endpoints make a horizontal secant? - Look for pairs of points at equal heights. - Which line divides this graph into mirror-image halves?

Solution

1. The graph is symmetric about the y-axis, so \(f(-4)=f(4)\). The average rate of change on \([-4,4]\) is \(\frac{f(4)-f(-4)}{8}=0\). 2. Any interval \([-c,c]\) inside the shown domain has equal endpoint values. For example, \([-2,2]\) also has average rate \(0\).

Answer

a) \(0\) b) One example is \([-2,2]\); the two endpoint heights are equal.
Average and instantaneous rate of change 45
The graph shows the water level in a rainwater collection basin over \(10\) hours. Find the average rate of change of the water level, in meters per hour, from \(t = 2\,\text{h}\) to \(t = 6\,\text{h}\). Interpret the sign of your result in context.
Figure for problem 533666

Hints

- Identify what each axis represents. - Average rate of change is change in water level divided by change in time. - In this context, what does a negative rate indicate?

Solution

1. Read the values from the graph: \(h(2) = 4.8\,\text{m}\) and \(h(6) = 3.2\,\text{m}\). 2. The average rate of change is \(\frac{h(6)-h(2)}{6-2} = \frac{3.2-4.8}{4} = \frac{-1.6}{4} = -0.4\,\frac{\text{m}}{\text{h}}\). 3. The negative sign means that the water level decreased over the interval. On average, it fell by \(0.4\,\text{m}\) each hour.

Answer

\(-0.4\,\frac{\text{m}}{\text{h}}\). The negative sign means the water level was decreasing during the interval.
Average and instantaneous rate of change 46
Use the graph of \(f\) to find the average rate of change on each interval. Read the needed points directly from the coordinate plane. a) \([0, 2]\) b) \([-2, 0]\)
Figure for problem 533667

Hints

- Identify the two graph points at the endpoints of each interval. - Use the slope formula for the secant line. - Pay attention to the scale on each axis.

Solution

1. For \([0, 2]\), the graph gives \(f(0) = 4\) and \(f(2) = 2\). 2. The average rate of change is \(\frac{f(2)-f(0)}{2-0} = \frac{2-4}{2} = -1\). 3. For \([-2, 0]\), the graph gives \(f(-2) = 2\) and \(f(0) = 4\). 4. The average rate of change is \(\frac{f(0)-f(-2)}{0-(-2)} = \frac{4-2}{2} = 1\).

Answer

a) \(-1\) b) \(1\)
Average and instantaneous rate of change 47
Use the graph of \(g\) to find the average rate of change on each interval. a) \([0,2]\) b) \([1,3]\)
Figure for problem 533668

Hints

- Only the two endpoint heights determine the average rate, even if the curve turns between them. - For the other interval, locate both marked heights relative to the labeled horizontal grid lines. - Divide the change in height by the interval length.

Solution

1. On \([0,2]\), \(g(0)=g(2)=0\), so the average rate is \(0\). 2. Read \(g(1)=-0.75\) and \(g(3)=3.75\). The average rate on \([1,3]\) is \(\frac{3.75-(-0.75)}{3-1}=2.25\).

Answer

a) \(0\) b) \(2.25\)
Average and instantaneous rate of change 48
The function \(h\) is defined by \(h(x) = 3x^2 - 6x + 2\). Find the average rate of change of \(h\) on each interval. Use the graph to illustrate your results. a) \([1, 3]\) b) \([-1, 1]\)
Figure for problem 533669

Hints

- Substitute each interval endpoint into the function to find the corresponding y-values. - Be careful with signs when substituting or subtracting negative numbers. - Use \(\frac{h(b)-h(a)}{b-a}\).

Solution

1. For \([1, 3]\), evaluate the endpoints: \(h(1) = 3(1)^2 - 6(1) + 2 = -1\) and \(h(3) = 3(3)^2 - 6(3) + 2 = 11\). 2. The average rate of change is \(\frac{h(3)-h(1)}{3-1} = \frac{11-(-1)}{2} = 6\). 3. For \([-1, 1]\), evaluate the endpoints: \(h(-1) = 3(-1)^2 - 6(-1) + 2 = 11\) and \(h(1) = -1\). 4. The average rate of change is \(\frac{h(1)-h(-1)}{1-(-1)} = \frac{-1-11}{2} = -6\).

Answer

a) \(6\) b) \(-6\)
Average and instantaneous rate of change 49
The function \(k\) is defined by \(k(x) = -x^2 + 4x\). Find the average rate of change of \(k\) on each interval. What do you notice when you compare the results? a) \([0, 2]\) b) \([2, 4]\)
Figure for problem 533670

Hints

- First calculate \(k(0)\), \(k(2)\), and \(k(4)\). - Substitute the values into the average-rate-of-change formula. - Use the graph’s symmetry to explain the relationship between the answers.

Solution

1. Evaluate the needed values: \(k(0) = 0\), \(k(2) = 4\), and \(k(4) = 0\). 2. On \([0, 2]\), the average rate of change is \(\frac{k(2)-k(0)}{2-0} = \frac{4-0}{2} = 2\). 3. On \([2, 4]\), the average rate of change is \(\frac{k(4)-k(2)}{4-2} = \frac{0-4}{2} = -2\). 4. The rates have the same absolute value but opposite signs. The parabola is symmetric about \(x = 2\), increasing on the first interval and decreasing on the second.

Answer

a) \(2\) b) \(-2\) The rates have equal absolute values and opposite signs.
Average and instantaneous rate of change 50
The graph of \(f\) includes tangent lines at \(x = -1\) and \(x = 2\). a) Use the tangent lines to find \(f'(-1)\) and \(f'(2)\). b) State whether \(f'(0)\), \(f'(3)\), and \(f'(-2)\) are positive, negative, or zero. c) Estimate \(f'(1)\) from the graph.
Figure for problem 533671

Hints

- Use rise divided by run on each drawn tangent line. - The derivative is positive where the graph rises and negative where it falls. - At a local maximum or minimum, the tangent is horizontal. - Estimate an undrawn tangent from the local direction of the curve.

Solution

1. At \(x = -1\), the tangent rises \(1\) unit for each \(1\) unit of run, so \(f'(-1) = 1\). 2. At \(x = 2\), the tangent falls \(2\) units for each \(1\) unit of run, so \(f'(2) = -2\). 3. At \(x = 0\), the graph has a maximum, so \(f'(0) = 0\). 4. The graph is decreasing at \(x = 3\), so \(f'(3)<0\). It is increasing at \(x = -2\), so \(f'(-2)>0\). 5. Near \(x = 1\), the graph falls about \(1\) unit for each \(1\) unit of run, so \(f'(1)\approx -1\).

Answer

a) \(f'(-1) = 1\) and \(f'(2) = -2\) b) \(f'(0) = 0\), \(f'(3)<0\), and \(f'(-2)>0\) c) \(f'(1)\approx -1\)
Average and instantaneous rate of change 51
The graph of \(f\) and two tangent lines are shown. a) Use the drawn tangent lines to find \(f'(1)\) and \(f'(-2)\). b) Estimate the tangent-line slopes at \(A(2, 0)\) and \(B(0, -2)\).
Figure for problem 533673

Hints

- A derivative value equals the slope of the tangent line. - Use two readable points on each drawn tangent. - Estimate the direction and steepness of the graph at \(A\). - A tangent at a minimum is horizontal.

Solution

1. The tangent at \(x = 1\) passes through \((1, -1.5)\) and \((2.5, 0)\). Its slope is \(\frac{0-(-1.5)}{2.5-1} = 1\), so \(f'(1) = 1\). 2. The tangent at \(x = -2\) passes through \((-2, 0)\) and \((-1, -2)\). Its slope is \(\frac{-2-0}{-1-(-2)} = -2\), so \(f'(-2) = -2\). 3. At \(A(2, 0)\), the graph rises about \(2\) units for each unit of run, so the slope is \(\approx 2\). 4. Point \(B(0, -2)\) is a minimum, so its tangent is horizontal and the slope is \(0\).

Answer

a) \(f'(1) = 1\) and \(f'(-2) = -2\) b) At \(A\): \(\approx 2\); at \(B\): \(0\)
Average and instantaneous rate of change 52
A tank is being filled with water. The graph shows the water height \(h\), in inches, as a function of time \(t\), in minutes. Find the average rate of change on each interval. a) \([0, 5]\) b) \([5, 15]\) c) \([0, 15]\)
Figure for problem 533713

Hints

- The average rate tells how many inches the water height rises per minute, on average. - Identify the graph points at the endpoints of each interval. - Include the correct units in each answer.

Solution

1. Read the graph values: \(h(0) = 0\), \(h(5) = 5\), and \(h(15) = 10\). 2. On \([0, 5]\), the average rate is \(\frac{5-0}{5-0} = 1\,\frac{\text{in.}}{\text{min}}\). 3. On \([5, 15]\), the average rate is \(\frac{10-5}{15-5} = \frac{5}{10} = 0.5\,\frac{\text{in.}}{\text{min}}\). 4. On \([0, 15]\), the average rate is \(\frac{10-0}{15-0} = \frac{2}{3}\,\frac{\text{in.}}{\text{min}} \approx 0.67\,\frac{\text{in.}}{\text{min}}\).

Answer

a) \(1\,\frac{\text{in.}}{\text{min}}\) b) \(0.5\,\frac{\text{in.}}{\text{min}}\) c) \(\frac{2}{3}\,\frac{\text{in.}}{\text{min}} \approx 0.67\,\frac{\text{in.}}{\text{min}}\)
Average and instantaneous rate of change 53
Use the drawn tangent lines to find the derivative of \(f\) at \(x_1 = 0\), \(x_2 = 2\), and \(x_3 = 4\).
Figure for problem 533715

Hints

- The derivative at a point is the slope of the tangent line. - Use two grid points to calculate each slope. - A horizontal line has slope \(0\).

Solution

1. At \(x = 0\), the tangent passes through \((0, 1)\) and \((1, 3)\). Its slope is \(\frac{3-1}{1-0} = 2\), so \(f'(0) = 2\). 2. At \(x = 2\), the tangent is horizontal, so \(f'(2) = 0\). 3. At \(x = 4\), the tangent passes through \((4, 1)\) and \((5, -1)\). Its slope is \(\frac{-1-1}{5-4} = -2\), so \(f'(4) = -2\).

Answer

\(f'(0) = 2\), \(f'(2) = 0\), and \(f'(4) = -2\)
Average and instantaneous rate of change 54
The graph of \(g\) includes tangent lines at points \(A\), \(B\), and \(C\). Find \(g'(-2)\), \(g'(0)\), and \(g'(2)\).
Figure for problem 533716

Hints

- The derivative equals the tangent-line slope. - Horizontal tangent lines have slope \(0\). - Use two readable grid points on the tangent at \(B\).

Solution

1. At \(A(-2, 4)\), the tangent line is horizontal, so \(g'(-2) = 0\). 2. At \(B(0, 0)\), the tangent passes through \((0, 0)\) and \((1, -3)\). Its slope is \(\frac{-3-0}{1-0} = -3\), so \(g'(0) = -3\). 3. At \(C(2, -4)\), the tangent line is horizontal, so \(g'(2) = 0\).

Answer

\(g'(-2) = 0\), \(g'(0) = -3\), and \(g'(2) = 0\)
Average and instantaneous rate of change 55
Use the graph of \(h\) to find the average rate of change on each interval. a) \([0, 2]\) b) \([2, 4]\) c) \([0, 4]\)
Figure for problem 533717

Hints

- Average rate of change is the slope of the secant line through the endpoint points. - Read the y-values at the given x-values first. - Use \(\frac{y_2-y_1}{x_2-x_1}\).

Solution

1. Read the graph values: \(h(0) = 0\), \(h(2) = -2\), and \(h(4) = 0\). 2. On \([0, 2]\), the average rate of change is \(\frac{h(2)-h(0)}{2-0} = \frac{-2-0}{2} = -1\). 3. On \([2, 4]\), the average rate of change is \(\frac{h(4)-h(2)}{4-2} = \frac{0-(-2)}{2} = 1\). 4. On \([0, 4]\), the average rate of change is \(\frac{h(4)-h(0)}{4-0} = \frac{0-0}{4} = 0\).

Answer

a) \(-1\) b) \(1\) c) \(0\)
Average and instantaneous rate of change 56
The figure shows the graph of a periodic function \(k\). Find the average rate of change of \(k\) on each interval. a) \([0, 2]\) b) \([0, 4]\) c) \([2, 6]\)
Figure for problem 533718

Hints

- Average rate of change is the slope of the line through the two endpoint points. - Pay attention to the scale on each axis. - A rate of \(0\) means the endpoint function values are equal, not necessarily that the graph is constant between them.

Solution

1. Read the graph values: \(k(0) = 0\), \(k(2) = 2\), \(k(4) = 0\), and \(k(6) = -2\). 2. On \([0, 2]\), the average rate of change is \(\frac{k(2)-k(0)}{2-0} = \frac{2-0}{2} = 1\). 3. On \([0, 4]\), the average rate of change is \(\frac{k(4)-k(0)}{4-0} = \frac{0-0}{4} = 0\). 4. On \([2, 6]\), the average rate of change is \(\frac{k(6)-k(2)}{6-2} = \frac{-2-2}{4} = -1\).

Answer

a) \(1\) b) \(0\) c) \(-1\)
Average and instantaneous rate of change 57
Use the tangent line in the graph to find the instantaneous rate of change of \(g\) at point \(P\).
Figure for problem 533907

Hints

- Instantaneous rate of change is the tangent-line slope. - Choose two easy-to-read points on the line labeled \(t\).

Solution

1. Choose two points on the tangent line, such as \((1, 3)\) and \((3, 1)\). 2. The change in \(y\) is \(1-3 = -2\), and the change in \(x\) is \(3-1 = 2\). 3. The tangent slope is \(\frac{-2}{2} = -1\). Therefore, the instantaneous rate of change at \(P\) is \(-1\).

Answer

The instantaneous rate of change is \(-1\).
Average and instantaneous rate of change 58
Find the slope of the graph of \(h\) at \(P(4, 2)\) using the tangent line.
Figure for problem 533908

Hints

- Use the tangent line's y-intercept and point \(P\) as two easy-to-read points. - Compare the vertical change with the horizontal change.

Solution

1. Two points on the tangent line are \((0, 1)\) and \(P(4, 2)\). 2. The rise is \(2-1 = 1\), and the run is \(4-0 = 4\). 3. The slope is \(\frac{1}{4} = 0.25\).

Answer

The slope is \(0.25\).
Average and instantaneous rate of change 59
Use the given axis scale and tangent line to find the slope of the function at point \(P\).
Figure for problem 533911

Hints

- The large axis values do not change the slope formula. - Check how much each grid interval represents on both axes. - Use rise divided by run.

Solution

1. Two readable points on the tangent line are \((25, 0)\) and \((75, 50)\). 2. The rise is \(50-0 = 50\), and the run is \(75-25 = 50\). 3. The slope is \(\frac{50}{50} = 1\).

Answer

The slope is \(1\).
Average and instantaneous rate of change 60
The graph of \(g\) has marked points \(A\), \(B\), and \(C\). At which point is the derivative value smallest? Justify your answer by comparing tangent slopes.
Figure for problem 533928

Hints

- Imagine the tangent line at each marked point. - Relate increasing, decreasing, and horizontal behavior to the sign of slope. - Compare a negative value, zero, and a positive value.

Solution

1. At \(A\), the graph is decreasing, so the tangent slope and derivative are negative. 2. At \(B\), the graph has a minimum, so the tangent is horizontal and the derivative is \(0\). 3. At \(C\), the graph is increasing, so the tangent slope and derivative are positive. 4. A negative number is less than \(0\) and less than a positive number, so the derivative is smallest at \(A\).

Answer

The derivative is smallest at \(A\), where the graph has a negative tangent slope.
Average and instantaneous rate of change 61
A hot-air balloon rises and later descends. The function \(h\) gives its height above the ground, in meters, as a function of time \(t\), in minutes. Find the balloon’s average rate of change in height on each interval. a) \([0, 1]\) b) \([1, 4]\)
Figure for problem 534133

Hints

- Average rate of change is the slope of a secant line. - Read the height at each interval endpoint. - What does a negative rate mean for the balloon’s motion? - Use \(\frac{h(b)-h(a)}{b-a}\).

Solution

1. Read the values from the graph: \(h(0) = 100\,\text{m}\), \(h(1) = 160\,\text{m}\), and \(h(4) = 100\,\text{m}\). 2. On \([0, 1]\), the average rate of change is \(\frac{h(1)-h(0)}{1-0} = \frac{160-100}{1} = 60\,\frac{\text{m}}{\text{min}}\). 3. On \([1, 4]\), the average rate of change is \(\frac{h(4)-h(1)}{4-1} = \frac{100-160}{3} = -20\,\frac{\text{m}}{\text{min}}\). The negative sign indicates descent.

Answer

a) \(60\,\frac{\text{m}}{\text{min}}\) b) \(-20\,\frac{\text{m}}{\text{min}}\); the balloon descends at an average rate of \(20\,\frac{\text{m}}{\text{min}}\).
Average and instantaneous rate of change 62
The graph of \(V\) shows the volume of water in a storage tank, in liters, as a function of time \(t\), in minutes. Find the average rate of change of the volume on \([2, 8]\). Include the correct units and interpret the result in context.
Figure for problem 534141

Hints

- Read \(V(2)\) and \(V(8)\) from the graph. - Average rate of change is the slope of the secant line. - Divide a change in volume by a change in time. - Interpret the sign and units in context.

Solution

1. Read the endpoint values from the graph: \(V(2) = 10\,\text{L}\) and \(V(8) = 16\,\text{L}\). 2. The average rate of change is \(\frac{V(8)-V(2)}{8-2} = \frac{16-10}{6} = 1\,\frac{\text{L}}{\text{min}}\). 3. Over this interval, the volume increased by an average of \(1\) liter per minute.

Answer

\(1\,\frac{\text{L}}{\text{min}}\). The tank’s water volume increased by an average of \(1\) liter per minute.
Average and instantaneous rate of change 63
The graph of a function \(f\) is shown. a) Find the average rate of change of \(f\) on \([0, 1]\) and on \([-2, 0]\). b) Give an interval on which the average rate of change is \(0\).
Figure for problem 534146

Hints

- Interpret average rate of change as the slope of a secant line. - Read the function values at the interval endpoints. - When is a secant line horizontal? - Look for two graph points with the same y-coordinate.

Solution

1. Read the graph values: \(f(0) = 4\), \(f(1) = 3\), and \(f(-2) = 0\). 2. On \([0, 1]\), the average rate of change is \(\frac{f(1)-f(0)}{1-0} = \frac{3-4}{1} = -1\). 3. On \([-2, 0]\), the average rate of change is \(\frac{f(0)-f(-2)}{0-(-2)} = \frac{4-0}{2} = 2\). 4. An average rate of change of \(0\) occurs when the endpoint function values are equal. For example, \(f(-1) = f(1) = 3\), so \([-1, 1]\) works.

Answer

a) On \([0, 1]\): \(-1\); on \([-2, 0]\): \(2\) b) One possible interval is \([-1, 1]\).
Average and instantaneous rate of change 64
The graph of a function \(g\) is shown. a) Find the average rate of change on \([-1, 1]\) and on \([1, 2]\). b) Give an interval on which the average rate of change is \(0\).
Figure for problem 534147

Hints

- Average rate of change is the slope of the secant line through two graph points. - Read the y-values at the given x-values carefully. - Use \(\frac{y_2-y_1}{x_2-x_1}\). - For a rate of \(0\), find two points with the same y-coordinate.

Solution

1. Read the graph values: \(g(-1) = 2\), \(g(1) = -2\), and \(g(2) = 2\). 2. On \([-1, 1]\), the average rate of change is \(\frac{g(1)-g(-1)}{1-(-1)} = \frac{-2-2}{2} = -2\). 3. On \([1, 2]\), the average rate of change is \(\frac{g(2)-g(1)}{2-1} = \frac{2-(-2)}{1} = 4\). 4. For an average rate of change of \(0\), the endpoint function values must be equal. Since \(g(-2) = g(1) = -2\), the interval \([-2, 1]\) works.

Answer

a) On \([-1, 1]\): \(-2\); on \([1, 2]\): \(4\) b) One possible interval is \([-2, 1]\).
Average and instantaneous rate of change 65
Consider the function \(g(x) = \frac{6}{x}\) for \(x > 0\). Find the average rate of change on \([1, 3]\) and on \([2, 5]\).
Figure for problem 534149

Hints

- As \(x\) increases, what happens to the values of this function? What does that suggest about the sign of the rate? - Evaluate the function at each interval endpoint. - Divide the change in the function value by the change in \(x\).

Solution

1. Evaluate the needed values: \(g(1) = 6\), \(g(3) = 2\), \(g(2) = 3\), and \(g(5) = \frac{6}{5} = 1.2\). 2. On \([1, 3]\), the average rate of change is \(\frac{g(3)-g(1)}{3-1} = \frac{2-6}{2} = -2\). 3. On \([2, 5]\), the average rate of change is \(\frac{g(5)-g(2)}{5-2} = \frac{1.2-3}{3} = -0.6\).

Answer

On \([1, 3]\): \(-2\) On \([2, 5]\): \(-0.6\)
Average and instantaneous rate of change 66
A cup of hot tea cools over time. The graph shows the temperature \(T\), in degrees Fahrenheit, as a function of time \(t\), in minutes. Find the average rate of change of the temperature on each interval. a) \([0, 20]\) b) \([20, 40]\)
Figure for problem 534150

Hints

- Read the temperature at the beginning and end of each interval. - Calculate the slope of the secant line through those two points. - The units are degrees Fahrenheit per minute. - What does the negative sign mean for the tea’s temperature?

Solution

1. On \([0, 20]\), read \(T(0) = 140\,{}^\circ\text{F}\) and \(T(20) = 100\,{}^\circ\text{F}\). The average rate of change is \(\frac{100-140}{20-0} = -2\,\frac{{}^\circ\text{F}}{\text{min}}\). 2. On \([20, 40]\), read \(T(20) = 100\,{}^\circ\text{F}\) and \(T(40) = 80\,{}^\circ\text{F}\). The average rate of change is \(\frac{80-100}{40-20} = -1\,\frac{{}^\circ\text{F}}{\text{min}}\). 3. The tea cools faster during the first interval because the first rate has the greater absolute value.

Answer

a) \(-2\,\frac{{}^\circ\text{F}}{\text{min}}\) b) \(-1\,\frac{{}^\circ\text{F}}{\text{min}}\)
Average and instantaneous rate of change 67
A hypothetical model describes a sunflower’s growth for \(20\) weeks. The graph shows its height \(h\), in inches, as a function of time \(t\), in weeks. Find the average growth rate during each period. a) The first \(10\) weeks, \([0, 10]\) b) The next \(10\) weeks, \([10, 20]\)
Figure for problem 534151

Hints

- Read the plant’s height at \(t = 0\), \(t = 10\), and \(t = 20\). - Find the change in height over each period. - Divide the height change by the number of weeks. - Include the units inches per week.

Solution

1. On \([0, 10]\), read \(h(0) = 20\,\text{in.}\) and \(h(10) = 80\,\text{in.}\). The average growth rate is \(\frac{80-20}{10-0} = 6\,\frac{\text{in.}}{\text{week}}\). 2. On \([10, 20]\), read \(h(10) = 80\,\text{in.}\) and \(h(20) = 100\,\text{in.}\). The average growth rate is \(\frac{100-80}{20-10} = 2\,\frac{\text{in.}}{\text{week}}\). 3. The sunflower grew faster, on average, during the first \(10\) weeks.

Answer

a) \(6\,\frac{\text{in.}}{\text{week}}\) b) \(2\,\frac{\text{in.}}{\text{week}}\)
Average and instantaneous rate of change 68
A tangent line is drawn to the graph of \(f\) at \(x = 0\). Find \(f'(0)\).
Figure for problem 534158

Hints

- A line through the origin makes the slope calculation direct. - Check whether the tangent rises or falls from left to right. - Use rise divided by run.

Solution

1. The derivative \(f'(0)\) equals the slope of the tangent line through the origin. 2. The tangent line passes through \((0, 0)\) and \((1, -1)\). 3. Its slope is \(\frac{-1-0}{1-0} = -1\). 4. Therefore, \(f'(0) = -1\).

Answer

\(f'(0) = -1\)
Average and instantaneous rate of change 69
Use the graph to determine the instantaneous rate of change of \(f\) at \(x_0=2\).
Figure for problem 534159

Hints

- The derivative at a point equals the slope of the tangent line there. - Read two clear points on the tangent, paying attention to the axis scales.

Solution

1. The instantaneous rate of change is the slope of the tangent line at \(x=2\). 2. Two points on the tangent are \((2, 1)\) and \((4, 0)\). 3. The slope is \(\frac{0-1}{4-2}=-\frac{1}{2}=-0.5\).

Answer

\(f^{\prime}(2)=-0.5\)
Average and instantaneous rate of change 70
The graph shows a square-root function \(f\). Find \(f^{\prime}(x_0)\) at the marked point.
Figure for problem 534160

Hints

- Use the tangent line to determine the slope at the marked point. - Choose two clear grid points on the tangent that are reasonably far apart.

Solution

1. The derivative is the slope of the tangent line. 2. Two points on the tangent are \((1, 2)\) and \((2, 3)\). 3. Therefore, the slope is \(\frac{3-2}{2-1}=1\).

Answer

\(f^{\prime}(x_0)=1\)
Average and instantaneous rate of change 71
Use the graph and its tangent line to find \(f'(-2)\).
Figure for problem 534161

Hints

- Pay close attention to signs when using negative x-coordinates. - A line that falls from left to right has negative slope. - Use rise divided by run.

Solution

1. The derivative \(f'(-2)\) equals the slope of the tangent line at \((-2, 0)\). 2. Two points on the tangent line are \((-2, 0)\) and \((-3, 2)\). 3. The slope is \(\frac{2-0}{-3-(-2)} = -2\). 4. Therefore, \(f'(-2) = -2\).

Answer

\(f'(-2) = -2\)
Average and instantaneous rate of change 72
Use the drawn tangent line to determine \(f'(1)\) graphically.
Figure for problem 534162

Hints

- Find two integer-coordinate points on the tangent line. - Since the tangent decreases from left to right, its slope must be negative.

Solution

1. The derivative at \(x=1\) is the slope of the tangent at \((1,2)\). 2. The tangent also passes through \((2,0)\). 3. Its slope is \(\frac{0-2}{2-1}=-2\).

Answer

\(f'(1)=-2\)
Average and instantaneous rate of change 73
A small ball rolls down a model track. The track’s vertical profile is approximated by \(h(x) = -0.2x^2 + 5\), where \(x\) is the horizontal distance from the start and \(h(x)\) is the height above the floor, both in feet. Find the average slope of the track from \(x = 1\) to \(x = 4\). Interpret the value and its sign in context.
Figure for problem 534171

Hints

- How do you calculate the average slope between two points? - Find the height at each given x-value first. - Use the difference quotient for the two endpoint points. - What does a negative slope mean for the direction of the track?

Solution

1. Evaluate the endpoint heights: \(h(1) = -0.2(1)^2+5 = 4.8\,\text{ft}\) and \(h(4) = -0.2(4)^2+5 = 1.8\,\text{ft}\). 2. The average slope is \(\frac{h(4)-h(1)}{4-1} = \frac{1.8-4.8}{3} = -1\). 3. The negative sign means the track descends. On average, the height drops \(1\) foot for every \(1\) foot of horizontal distance over this section.

Answer

The average slope is \(-1\). The track drops an average of \(1\) foot vertically for each \(1\) foot of horizontal distance.
Average and instantaneous rate of change 74
A remote-controlled car starts from rest, speeds up, and then slows to a stop after \(20\) seconds. The graph shows its velocity \(v\) against time \(t\). a) Use the tangent lines to find how fast velocity changes just after \(t=0\) and just before \(t=20\). b) When is the rate of change of velocity zero, and what is the car's speed then? c) What is the physics name for the rate of change of velocity?
Figure for problem 534186

Hints

- Find slopes on the two drawn tangent lines. - A horizontal tangent means zero instantaneous change. - Which physical quantity describes a change in velocity over time?

Solution

1. The tangent from the start has slope \(\frac{4-0}{4-0}=1\,\frac{\text{m}}{\text{s}^2}\); this is the right-hand rate at \(t=0\). 2. The tangent approaching the stop has slope \(\frac{0-4}{20-16}=-1\,\frac{\text{m}}{\text{s}^2}\); this is the left-hand rate at \(t=20\). 3. The rate is zero at the top, \(t=10\), when the speed is \(5\,\frac{\text{m}}{\text{s}}\). 4. The rate of change of velocity is acceleration; here it is negative as the car slows down.

Answer

a) Just after \(t=0\): \(1\,\frac{\text{m}}{\text{s}^2}\); just before \(t=20\): \(-1\,\frac{\text{m}}{\text{s}^2}\) b) At \(t=10\,\text{s}\); speed \(5\,\frac{\text{m}}{\text{s}}\). c) Acceleration
Average and instantaneous rate of change 75
The graph of a function \(g\) is shown. Find the average rate of change of \(g\) on each interval. a) \([1, 3]\) b) \([-2, 0]\)
Figure for problem 534246

Hints

- Locate the graph points at the endpoints of each interval. - Average rate of change is the slope of the secant line through those points. - Use \(\frac{y_2-y_1}{x_2-x_1}\). - Be careful when subtracting negative function values.

Solution

1. On \([1, 3]\), read \(g(1) = -2\) and \(g(3) = 4\). The average rate of change is \(\frac{g(3)-g(1)}{3-1} = \frac{4-(-2)}{2} = 3\). 2. On \([-2, 0]\), read \(g(-2) = 4\) and \(g(0) = 1\). The average rate of change is \(\frac{g(0)-g(-2)}{0-(-2)} = \frac{1-4}{2} = -1.5\).

Answer

a) \(3\) b) \(-1.5\)
Average and instantaneous rate of change 76
The distance-time graph shows an eight-hour hike. The variable \(t\) is time in hours, and \(s\) is distance traveled in miles. 1. Find the hiker’s average speed for the entire hike. 2. During which interval, \([0, 4]\) or \([4, 8]\), was the hiker faster on average? Justify your answer using the graph. 3. Explain what the slope of the secant line through \(P(0, 0)\) and \(Q(8, 14)\) means in context.
Figure for problem 534250

Hints

- Speed is distance divided by time. - Compare the distance gained during each four-hour interval. - A steeper distance-time graph indicates a greater average speed. - A secant line through the first and last points represents an average over the full interval.

Solution

1. For the entire hike, the average speed is \(\frac{14\,\text{mi}}{8\,\text{h}} = 1.75\,\text{mph}\). 2. On \([0, 4]\), the hiker travels \(8\) miles, so the average speed is \(\frac{8}{4} = 2\,\text{mph}\). On \([4, 8]\), the hiker travels \(14-8 = 6\) miles, so the average speed is \(\frac{6}{4} = 1.5\,\text{mph}\). The hiker was faster on average during \([0, 4]\), which also appears as the steeper portion of the distance-time graph. 3. The secant slope through the start and end points is the average speed for the entire hike, \(1.75\,\text{mph}\).

Answer

1. \(1.75\,\text{mph}\) 2. \([0, 4]\); the average speeds are \(2\,\text{mph}\) and \(1.5\,\text{mph}\), respectively. 3. The secant slope represents the hiker’s average speed over all eight hours.
Average and instantaneous rate of change 77
The graph shows a function \(f\) and tangent line \(t\) at point \(P(2, 4)\). Find \(f'(2)\) by reading the slope of the tangent line from the graph.
Figure for problem 535034

Hints

- Recall how the slope of a tangent line is related to the derivative at the point of tangency. - Compare the rise and run between two grid points on the tangent line. - Choose two points on the line that lie exactly on grid intersections.

Solution

1. Point \(P(2, 4)\) is the point of tangency. 2. Two convenient points on tangent line \(t\) are \((1, 3)\) and \((2, 4)\). 3. The tangent slope is \(m = \frac{4-3}{2-1} = 1\). 4. The derivative equals the tangent slope at the point, so \(f'(2) = 1\).

Answer

\(f'(2) = 1\)
Average and instantaneous rate of change 78
Find the average rate of change between \(P\) and \(Q\). Why does the secant slope give the average rate, rather than the slope at one point of the curve?
Figure for problem 561484

Hints

- Which two outputs mark the ends of the interval? - How do you compare those outputs to the change in input?

Solution

1. The endpoints are \((1,3)\) and \((3,7)\). 2. The secant slope is \(\frac{7-3}{3-1}=2\). 3. Average rate depends on the endpoints, so it uses the secant line rather than the changing slopes along the curve.

Answer

\(2\); the secant uses the changes between the two endpoints, whereas a tangent gives the slope at just one point of the curve.
Average and instantaneous rate of change 79
Each panel has a curve and a tangent line at the marked point. Which tangent has the greater upward slope, a) or b)? Explain using rise over run along the tangents.
Figure for problem 561487

Hints

- The slope of a straight line does not depend on which two points you choose on it. - Compare the rise along equal horizontal distances in the two panels.

Solution

1. In a), the tangent rises by \(3\) units for a run of \(1\), so its slope is \(3\). 2. In b), the tangent rises by \(1\) unit for the same run, so its slope is \(1\). 3. The local slope is greater at the marked point in a).

Answer

a); tangent slopes \(3\) in a) and \(1\) in b).
Average and instantaneous rate of change 80
Near \(x=1\), a function has the values \(f(1)=1\), \(f(1.5)=2.25\), \(f(1.1)=1.21\), and \(f(1.01)=1.0201\). Find the three average rates of change starting at \(x=1\). What instantaneous slope do these values suggest at \(x=1\)?

Hints

- Use the output change divided by the input change for each interval. - Compare the rates as the right endpoint moves closer to the starting input.

Solution

1. From \(1\) to \(1.5\), the rate is \(\frac{2.25-1}{1.5-1}=2.5\). 2. From \(1\) to \(1.1\), the rate is \(\frac{1.21-1}{1.1-1}=2.1\). 3. From \(1\) to \(1.01\), the rate is \(\frac{1.0201-1}{0.01}=2.01\). 4. The shorter intervals give rates approaching \(2\), so the estimated instantaneous slope is \(2\).

Answer

Rates: \(2.5\), \(2.1\), \(2.01\), in order of decreasing interval length. Estimated tangent slope: \(2\).
Average and instantaneous rate of change 81
Compare the direction of the curve just to the left and just to the right of its sharp corner at \(x=0\). Could one straight tangent line match both sides? Explain.
Figure for problem 561493

Hints

- Follow the graph from left to right on each side of the corner. - Ask whether the line direction stays the same as you pass through the corner.

Solution

1. Just left of zero, the graph falls with slope \(-1\) as x increases. 2. Just right of zero, it rises with slope \(1\). 3. Because the two sides have different slopes, one straight tangent cannot match both directions.

Answer

No. The slope is \(-1\) from the left and \(1\) from the right.
Average and instantaneous rate of change 82
A bicycle repair shop's tip jar has \(\$9\) at noon. Over the next \(4\) hours, tips are added at an average rate of \(\$3\) per hour. How much is in the jar at 4 p.m.?

Hints

- What change in money does the average rate describe over all four hours? - Keep the amount already in the jar separate from the new tips.

Solution

1. The change is average rate times elapsed time: \(3\cdot4=12\) dollars. 2. Add the original \(\$9\): \(9+12=21\) dollars.

Answer

\(\$21\)
Average and instantaneous rate of change 83
At 2 p.m., a florist's greenhouse is at \(65\,{}^\circ\text{F}\). Its temperature rises at a constant rate of \(5\,{}^\circ\text{F/h}\). At what time will it reach \(80\,{}^\circ\text{F}\)?

Hints

- Compare the starting temperature with the target temperature. - Use the meaning of the hourly rate to connect that change with an elapsed time.

Solution

1. The temperature change is \(80-65=15\,\text{°F}\). 2. At \(5\,\text{°F/h}\), the time is \(15\div5=3\) hours. 3. Three hours after 2 p.m. is 5 p.m.

Answer

5 p.m.
Average and instantaneous rate of change 84
Use the graph to find the average rate of change of \(f\) on \([0,1]\), \([1,2]\), and \([0,2]\). Explain how the first two rates relate to the directions of the curve.
Figure for problem 561496

Hints

- Read the curve's heights at the start, middle, and end. - Find each interval's change in output divided by its change in input. - Compare the signs of the short-interval rates with the shape of the curve.

Solution

1. Read \(f(0)=1\), \(f(1)=0\), and \(f(2)=1\). 2. The average rates are \(\frac{0-1}{1-0}=-1\) on \([0,1]\), \(\frac{1-0}{2-1}=1\) on \([1,2]\), and \(\frac{1-1}{2-0}=0\) on \([0,2]\). 3. The negative first rate matches the decreasing curve and the positive second rate matches the increasing curve. The zero rate over the whole interval does not mean the curve is flat.

Answer

\([0,1]\): \(-1\); \([1,2]\): \(1\); \([0,2]\): \(0\). The curve decreases first and increases afterward, even though its full-interval average rate is zero.
Average and instantaneous rate of change 85
A water tank is being drained. The volume of water remaining, in liters, is modeled by \(V(t) = 0.5t^2 - 20t + 200\) for \(0 \le t \le 20\), where \(t\) is the number of minutes since the drain was opened. a) Find the average rate of change of the volume during the first 10 minutes, \([0, 10]\), and during the second half of the draining process, \([10, 20]\). b) Compare the two values and explain what they mean for the rate at which water leaves the tank.

Hints

- How do you find the slope between two points on a curve? - Track the units: volume changes over a time interval. - What does comparing the magnitudes of the two rates tell you about how quickly the process occurs? - As the amount of water in the tank decreases, what might happen to the outflow rate?

Solution

1. Evaluate the volume at the interval endpoints: \(V(0) = 200\), \(V(10) = 0.5 \cdot 10^2 - 20 \cdot 10 + 200 = 50\), and \(V(20) = 0.5 \cdot 20^2 - 20 \cdot 20 + 200 = 0\). 2. Over \([0, 10]\), the average rate of change is \(\frac{V(10) - V(0)}{10 - 0} = \frac{50 - 200}{10} = -15\,\frac{\text{L}}{\text{min}}\). 3. Over \([10, 20]\), the average rate of change is \(\frac{V(20) - V(10)}{20 - 10} = \frac{0 - 50}{10} = -5\,\frac{\text{L}}{\text{min}}\). 4. The volume decreases by an average of \(15\,\frac{\text{L}}{\text{min}}\) in the first interval but only \(5\,\frac{\text{L}}{\text{min}}\) in the second. The smaller magnitude means the tank drains more slowly later in the process.

Answer

a) Over \([0, 10]\), \(-15\,\frac{\text{L}}{\text{min}}\); over \([10, 20]\), \(-5\,\frac{\text{L}}{\text{min}}\). b) The outflow rate decreases in magnitude. On average, \(15\) liters per minute leave the tank during the first half, compared with \(5\) liters per minute during the second half.
Average and instantaneous rate of change 86
Let \(f(x) = \frac{6}{x - 2}\). State the domain of \(f\). Then find the average rate of change of \(f\) over \(I_1 = [-4, -1]\), \(I_2 = [-1, 1]\), and \(I_3 = [-4, 1]\).

Hints

- Which input would make the denominator equal to zero? - How do you find the slope of a secant line through two points on a graph? - Which function values must you calculate before applying the average-rate-of-change formula?

Solution

1. The denominator cannot equal zero: \(x - 2 \ne 0\), so \(x \ne 2\). Therefore, the domain is \(\mathbb{R} \setminus \{2\}\). 2. Evaluate the endpoint values: \(f(-4) = \frac{6}{-4 - 2} = -1\), \(f(-1) = \frac{6}{-1 - 2} = -2\), and \(f(1) = \frac{6}{1 - 2} = -6\). 3. Over \(I_1\), \(\frac{f(-1) - f(-4)}{-1 - (-4)} = \frac{-2 - (-1)}{3} = -\frac{1}{3}\). 4. Over \(I_2\), \(\frac{f(1) - f(-1)}{1 - (-1)} = \frac{-6 - (-2)}{2} = -2\). 5. Over \(I_3\), \(\frac{f(1) - f(-4)}{1 - (-4)} = \frac{-6 - (-1)}{5} = -1\).

Answer

\(D_f\): \(\mathbb{R} \setminus \{2\}\) \(I_1\): \(-\frac{1}{3}\) \(I_2\): \(-2\) \(I_3\): \(-1\)
Average and instantaneous rate of change 87
Let \(f(x) = \sqrt{x + 1}\). State the domain of \(f\). Then find the average rate of change of \(f\) over \(I_1 = [0, 3]\), \(I_2 = [3, 8]\), and \(I_3 = [0, 8]\).

Hints

- What condition must the expression under a square root satisfy? - Recall the difference quotient \(\frac{f(b) - f(a)}{b - a}\). - First write the function values at \(x = 0\), \(x = 3\), and \(x = 8\).

Solution

1. The radicand must be nonnegative: \(x + 1 \ge 0\), so \(x \ge -1\). Therefore, the domain is \([-1, \infty)\). 2. Evaluate the endpoint values: \(f(0) = 1\), \(f(3) = 2\), and \(f(8) = 3\). 3. Over \(I_1\), \(\frac{f(3) - f(0)}{3 - 0} = \frac{2 - 1}{3} = \frac{1}{3}\). 4. Over \(I_2\), \(\frac{f(8) - f(3)}{8 - 3} = \frac{3 - 2}{5} = \frac{1}{5} = 0.2\). 5. Over \(I_3\), \(\frac{f(8) - f(0)}{8 - 0} = \frac{3 - 1}{8} = \frac{1}{4} = 0.25\).

Answer

\(D_f\): \([-1, \infty)\) \(I_1\): \(\frac{1}{3}\) \(I_2\): \(\frac{1}{5} = 0.2\) \(I_3\): \(\frac{1}{4} = 0.25\)
Average and instantaneous rate of change 88
An initial deposit of \(\$1000\) is placed in a savings account that earns \(4\%\) interest compounded annually. a) Write a function \(K(t)\) that gives the account balance, in dollars, after \(t\) years. b) Find the average rate of change of the balance over each interval: (1) \(I_1 = [0, 10]\) (2) \(I_2 = [20, 30]\) c) Interpret the values in context. Explain why they differ even though the interest rate stays the same.

Hints

- How does a quantity change over time under constant percent growth? - What calculation represents the average change over an interval? - What does the slope of a secant line through two points represent? - What units should the average rate have?

Solution

1. The annual growth factor is \(1.04\), so \(K(t) = 1000 \cdot 1.04^t\). 2. Over \(I_1\), \(K(0) = 1000\) and \(K(10) = 1000 \cdot 1.04^{10} \approx 1480.24\). Thus, \(\frac{K(10) - K(0)}{10 - 0} \approx \frac{1480.24 - 1000}{10} \approx 48.02\,\frac{\text{dollars}}{\text{year}}\). 3. Over \(I_2\), \(K(20) = 1000 \cdot 1.04^{20} \approx 2191.12\) and \(K(30) = 1000 \cdot 1.04^{30} \approx 3243.40\). Thus, \(\frac{K(30) - K(20)}{30 - 20} \approx \frac{3243.40 - 2191.12}{10} \approx 105.23\,\frac{\text{dollars}}{\text{year}}\). 4. Each value is the average annual increase in dollars during that interval. Compound interest applies the same percentage to a larger balance in later years, so the later absolute increase is greater.

Answer

a) \(K(t) = 1000 \cdot 1.04^t\) b) (1) Approximately \(\$48.02\) per year (2) Approximately \(\$105.23\) per year c) The values are average annual increases in dollars. Because the account balance grows over time, the same \(4\%\) rate produces larger dollar increases in later years.
Average and instantaneous rate of change 89
After a medication is taken, the concentration of its active ingredient in the blood decreases. The concentration, in milligrams per liter, is modeled by \(C(t) = 200 \cdot 0.8^t\), where \(t\) is the number of hours since the medication was taken. a) Find the average rate of change of the concentration over \(I_1 = [0, 2]\) and \(I_2 = [4, 6]\). b) Interpret the sign of each result in context. c) Compare the magnitudes of the two rates and explain the difference in terms of the decay process.

Hints

- Recall the difference-quotient formula. - What does a negative rate of change say about the graph? - Compare the absolute amounts lost during the two intervals. - Does the amount lost depend on how much is still present?

Solution

1. Over \(I_1\), \(C(0) = 200\) and \(C(2) = 200 \cdot 0.8^2 = 128\). Therefore, \(\frac{C(2) - C(0)}{2 - 0} = \frac{128 - 200}{2} = -36\,\frac{\text{mg}}{\text{L} \cdot \text{h}}\). 2. Over \(I_2\), \(C(4) = 200 \cdot 0.8^4 = 81.92\) and \(C(6) = 200 \cdot 0.8^6 \approx 52.43\). Therefore, \(\frac{C(6) - C(4)}{6 - 4} \approx \frac{52.43 - 81.92}{2} \approx -14.75\,\frac{\text{mg}}{\text{L} \cdot \text{h}}\). 3. The negative signs indicate that the concentration decreases over time. 4. The first rate has greater magnitude because exponential decay removes a fixed percentage of the amount present. More of the active ingredient is present at the beginning, so the absolute decrease per hour is larger then.

Answer

a) \(I_1\): \(-36\,\frac{\text{mg}}{\text{L} \cdot \text{h}}\) \(I_2\): Approximately \(-14.75\,\frac{\text{mg}}{\text{L} \cdot \text{h}}\) b) Each negative sign indicates that the concentration is decreasing. c) The concentration decreases faster in absolute terms during \(I_1\). Because \(20\%\) of the remaining concentration is lost each hour, the amount lost per hour becomes smaller as the concentration decreases.
Average and instantaneous rate of change 90
A weather balloon rises through the atmosphere. From \(t_1 = 12\,\text{min}\) to \(t_2 = 28\,\text{min}\) after launch, its average upward velocity is \(3.5\,\frac{\text{m}}{\text{s}}\). At time \(t_2\), the balloon is \(7450\,\text{m}\) above the ground. a) Find the height of the balloon at time \(t_1\). b) Interpret the average upward velocity geometrically on a height-versus-time graph. Explain why the height at \(t = 20\,\text{min}\) cannot be determined exactly without knowing a function for the balloon’s height.

Hints

- Convert all time measurements to the same unit before using the velocity. - What does a difference quotient represent graphically when two points on a graph are connected? - Must an object move at its average velocity at every instant in the interval?

Solution

1. Convert the elapsed time to seconds: \(\Delta t = (28 - 12) \cdot 60 = 960\,\text{s}\). 2. Find the change in height: \(\Delta h = 3.5\,\frac{\text{m}}{\text{s}} \cdot 960\,\text{s} = 3360\,\text{m}\). 3. Subtract this change from the final height: \(h(t_1) = 7450 - 3360 = 4090\,\text{m}\). 4. Geometrically, the average upward velocity is the slope of the secant line through the two measured points. If time is measured in minutes on the graph, the secant slope is \(210\,\frac{\text{m}}{\text{min}}\), equivalent to \(3.5\,\frac{\text{m}}{\text{s}}\). 5. An average velocity does not require the velocity to be constant. Without the actual height function, the path of the graph between the two endpoints is unknown, so the height at \(20\) minutes cannot be determined exactly.

Answer

a) \(4090\,\text{m}\) b) The average upward velocity is the slope of the secant line through the two endpoint measurements. With time measured in minutes, that slope is \(210\,\frac{\text{m}}{\text{min}}\). The balloon’s velocity may vary between the endpoints, so its height at \(20\) minutes cannot be found from the average velocity alone.
Average and instantaneous rate of change 91
In a chemistry experiment, a liquid cools over time. The temperature is described by a function \(T\), where \(t\) is the number of minutes since the experiment began. From \(t = 5\,\text{min}\) to \(t = 15\,\text{min}\), the average rate of change of the temperature is \(-1.8\,\frac{\text{K}}{\text{min}}\). After \(15\) minutes, the temperature is \(42.5\,^\circ\text{C}\). a) Find the temperature at \(t = 5\,\text{min}\). b) Write the difference quotient for \([5, 15]\) and explain how its meaning differs from the instantaneous rate of change \(T'(10)\).

Hints

- How are average rate of change, elapsed time, and total change related? - Recall the definition of a difference quotient. - What is the graphical difference between a secant line and a tangent line?

Solution

1. The time interval has length \(15 - 5 = 10\,\text{min}\). 2. The total temperature change is \(\Delta T = -1.8\,\frac{\text{K}}{\text{min}} \cdot 10\,\text{min} = -18\,\text{K}\). 3. Therefore, \(T(5) = T(15) - \Delta T = 42.5 - (-18) = 60.5\,^\circ\text{C}\). A temperature difference has the same numerical value in kelvins and degrees Celsius. 4. The difference quotient is \(\frac{T(15) - T(5)}{15 - 5} = \frac{42.5 - 60.5}{10} = -1.8\,\frac{\text{K}}{\text{min}}\). 5. This quotient gives the average cooling rate over the full interval, or the slope of a secant line. The value \(T'(10)\) gives the instantaneous cooling rate at \(t = 10\), or the slope of the tangent line there. Without the temperature function, the instantaneous rate cannot be computed and may or may not equal the average rate.

Answer

a) \(60.5\,^\circ\text{C}\) b) \(\frac{T(15) - T(5)}{15 - 5} = -1.8\,\frac{\text{K}}{\text{min}}\). This is the secant slope over \([5, 15]\), while \(T'(10)\) is the tangent slope at \(t = 10\). The instantaneous rate cannot be determined without knowing \(T\).
Average and instantaneous rate of change 92
Let \(f(x) = 2x^2 - x\). Find the average rate of change of \(f\) over \([2, 2 + h]\) in terms of \(h\), where \(h > 0\). Simplify your expression completely.

Hints

- Recall the difference-quotient formula. - Substitute both interval endpoints into the function. - Expand \((2 + h)^2\) carefully. - Factor the numerator so that you can simplify the quotient.

Solution

1. Evaluate the function at \(x = 2\): \(f(2) = 2 \cdot 2^2 - 2 = 6\). 2. Evaluate the function at \(x = 2 + h\): \(f(2 + h) = 2(2 + h)^2 - (2 + h) = 2(4 + 4h + h^2) - 2 - h = 2h^2 + 7h + 6\). 3. Form the difference quotient: \(\frac{f(2 + h) - f(2)}{(2 + h) - 2} = \frac{2h^2 + 7h}{h}\). 4. Since \(h > 0\), divide by \(h\): \(\frac{h(2h + 7)}{h} = 2h + 7\).

Answer

\(2h + 7\)
Average and instantaneous rate of change 93
Let \(g(x) = \frac{3}{x}\), where \(x \ne 0\). Find the slope of the secant line through \(P(1, g(1))\) and \(Q(1 + a, g(1 + a))\), where \(a > 0\). Write your answer as a simplified expression in terms of \(a\).

Hints

- A secant slope is the average rate of change over the corresponding interval. - How do you combine the fractions in the numerator? - Can you factor the numerator so that a common factor cancels? - Be careful with signs when distributing.

Solution

1. Evaluate the function at the two inputs: \(g(1) = 3\) and \(g(1 + a) = \frac{3}{1 + a}\). 2. Form the secant slope: \(m_{\text{sec}} = \frac{g(1 + a) - g(1)}{(1 + a) - 1} = \frac{\frac{3}{1 + a} - 3}{a}\). 3. Combine the terms in the numerator: \(\frac{3}{1 + a} - 3 = \frac{3 - 3(1 + a)}{1 + a} = \frac{-3a}{1 + a}\). 4. Divide by \(a\): \(m_{\text{sec}} = \frac{-3a}{1 + a} \cdot \frac{1}{a} = -\frac{3}{1 + a}\).

Answer

\(-\frac{3}{1 + a}\)
Average and instantaneous rate of change 94
The height of a ball thrown straight upward is modeled by \(h(t) = -5t^2 + 20t + 2\), where \(t\) is time in seconds and \(h(t)\) is height in meters. 1. Find the average rate of change of the height over \([0.5, 1.5]\). 2. Identify the physical quantity represented by this value and state its units. 3. Find a time \(b > 0\) such that the average rate of change of the height over \([0, b]\) is exactly \(10\,\frac{\text{m}}{\text{s}}\).

Hints

- Use the difference quotient \(\frac{h(t_2) - h(t_1)}{t_2 - t_1}\). - What quantity results when a change in height is divided by elapsed time? - For part 3, set the average-rate-of-change expression equal to \(10\). - Can you divide the numerator by \(b\) after simplifying?

Solution

1. Evaluate the endpoints: \(h(0.5) = -5 \cdot 0.5^2 + 20 \cdot 0.5 + 2 = 10.75\) and \(h(1.5) = -5 \cdot 1.5^2 + 20 \cdot 1.5 + 2 = 20.75\). Thus, \(\frac{h(1.5) - h(0.5)}{1.5 - 0.5} = \frac{20.75 - 10.75}{1} = 10\,\frac{\text{m}}{\text{s}}\). 2. This value is the ball’s average vertical velocity over the interval, measured in meters per second. 3. Set \(\frac{h(b) - h(0)}{b - 0} = 10\). Since \(h(0) = 2\), \(\frac{-5b^2 + 20b + 2 - 2}{b} = 10\). Because \(b > 0\), divide by \(b\): \(-5b + 20 = 10\). Solving gives \(b = 2\,\text{s}\).

Answer

1. \(10\,\frac{\text{m}}{\text{s}}\) 2. The ball’s average vertical velocity, in meters per second. 3. \(b = 2\,\text{s}\)
Average and instantaneous rate of change 95
During its first 10 weeks of growth, the height of a wheat plant is modeled by \(h(t) = -0.1t^2 + 2t + 5\), where \(t\) is measured in weeks and \(h(t)\) in centimeters. 1. Find the plant’s average growth rate during the first 4 weeks and from week 4 to week 8. 2. Explain the geometric meaning of the average growth rate over \([0, 4]\) on the graph of \(h\). 3. Use the calculated rates to determine whether the plant’s growth is speeding up or slowing down in this model.

Hints

- What does a difference quotient represent in a real-world context? - What is the name of the line through two points on a function’s graph? - Compare the rates for the two time intervals.

Solution

1. Evaluate the needed values: \(h(0) = 5\), \(h(4) = -0.1 \cdot 4^2 + 2 \cdot 4 + 5 = 11.4\), and \(h(8) = -0.1 \cdot 8^2 + 2 \cdot 8 + 5 = 14.6\). Over \([0, 4]\), the average growth rate is \(\frac{11.4 - 5}{4} = 1.6\,\frac{\text{cm}}{\text{week}}\). Over \([4, 8]\), it is \(\frac{14.6 - 11.4}{4} = 0.8\,\frac{\text{cm}}{\text{week}}\). 2. The first average growth rate is the slope of the secant line through \((0, 5)\) and \((4, 11.4)\) on the graph. 3. The average growth rate decreases from \(1.6\) to \(0.8\) centimeters per week, so the plant’s growth slows over time in this model.

Answer

1. First 4 weeks: \(1.6\,\frac{\text{cm}}{\text{week}}\) Weeks 4 through 8: \(0.8\,\frac{\text{cm}}{\text{week}}\) 2. It is the slope of the secant line through the graph points at \(t = 0\) and \(t = 4\). 3. The growth is slowing because the average growth rate decreases.
Average and instantaneous rate of change 96
A delivery van drives along a route. The table shows its total distance traveled since leaving the distribution center. <table> <tr> <td>Time \(t\) (in \(\text{min}\))</td> <td>\(0\)</td> <td>\(10\)</td> <td>\(25\)</td> <td>\(30\)</td> <td>\(50\)</td> <td>\(65\)</td> <td>\(80\)</td> </tr> <tr> <td>Distance \(s\) (in \(\text{mi}\))</td> <td>\(0\)</td> <td>\(9\)</td> <td>\(9\)</td> <td>\(15\)</td> <td>\(33\)</td> <td>\(33\)</td> <td>\(48\)</td> </tr> </table> a) Find the van's average speed for the entire trip, in miles per minute. b) Find its average speed during the first \(30\) minutes and during the remaining time. c) Compare the average speed during the first \(10\) minutes with that during the final \(15\) minutes.

Hints

- Since the table tracks total route distance, the change over any interval is the distance driven during that interval. - For each average speed, divide the change in miles by the number of elapsed minutes. - Compare the first and last requested intervals rather than using the full trip totals.

Solution

1. Over \([0,80]\), the average speed is \(\frac{48-0}{80-0}=0.6\,\frac{\text{mi}}{\text{min}}\). 2. From 0 to 30 minutes, it is \(\frac{15-0}{30}=0.5\,\frac{\text{mi}}{\text{min}}\). 3. From 30 to 80 minutes, it is \(\frac{48-15}{50}=0.66\,\frac{\text{mi}}{\text{min}}\). 4. During the first 10 minutes it is \(\frac{9}{10}=0.9\,\frac{\text{mi}}{\text{min}}\). During the final 15 minutes, it is \(\frac{48-33}{15}=1\,\frac{\text{mi}}{\text{min}}\), which is greater.

Answer

a) \(0.6\,\frac{\text{mi}}{\text{min}}\) b) First 30 minutes: \(0.5\,\frac{\text{mi}}{\text{min}}\); remaining 50 minutes: \(0.66\,\frac{\text{mi}}{\text{min}}\). c) First 10 minutes: \(0.9\,\frac{\text{mi}}{\text{min}}\); final 15 minutes: \(1\,\frac{\text{mi}}{\text{min}}\). The final interval is faster.
Average and instantaneous rate of change 97
During a \(20\)-second motor test, a test object moves in a fixed direction, and its velocity \(v\) is increased in stages. The table gives its velocity at selected times \(t\). <table> <tr> <td>Time \(t\) (in \(\text{s}\))</td> <td>\(0\)</td> <td>\(4\)</td> <td>\(10\)</td> <td>\(11\)</td> <td>\(15\)</td> <td>\(18\)</td> <td>\(20\)</td> </tr> <tr> <td>Velocity \(v\) (in \(\frac{\text{m}}{\text{s}}\))</td> <td>\(0\)</td> <td>\(12\)</td> <td>\(12\)</td> <td>\(18\)</td> <td>\(18\)</td> <td>\(25\)</td> <td>\(30\)</td> </tr> </table> a) Find the average acceleration over the entire test. b) Find the average acceleration during the first half, from \(0\) to \(10\) seconds, and during the second half, from \(10\) to \(20\) seconds. c) During which interval, \([0, 4]\) or \([18, 20]\), is the average acceleration greater? Support your answer with calculations.

Hints

- Average acceleration is the average rate of change of velocity. - Use \(\frac{\Delta v}{\Delta t}\). - Identify the correct endpoint times and speeds for each interval. - What average acceleration results when velocity does not change over an interval?

Solution

1. Over \([0, 20]\), the average acceleration is \(\frac{v(20) - v(0)}{20 - 0} = \frac{30 - 0}{20} = 1.5\,\frac{\text{m}}{\text{s}^2}\). 2. Over \([0, 10]\), it is \(\frac{12 - 0}{10} = 1.2\,\frac{\text{m}}{\text{s}^2}\). 3. Over \([10, 20]\), it is \(\frac{30 - 12}{10} = 1.8\,\frac{\text{m}}{\text{s}^2}\). 4. Over \([0, 4]\), it is \(\frac{12 - 0}{4} = 3\,\frac{\text{m}}{\text{s}^2}\). Over \([18, 20]\), it is \(\frac{30 - 25}{2} = 2.5\,\frac{\text{m}}{\text{s}^2}\). Therefore, the average acceleration is greater over \([0, 4]\).

Answer

a) \(1.5\,\frac{\text{m}}{\text{s}^2}\) b) First half: \(1.2\,\frac{\text{m}}{\text{s}^2}\) Second half: \(1.8\,\frac{\text{m}}{\text{s}^2}\) c) \([0, 4]\), because \(3\,\frac{\text{m}}{\text{s}^2} > 2.5\,\frac{\text{m}}{\text{s}^2}\).
Average and instantaneous rate of change 98
Let \(f(x) = 0.5x^2 + 2\). The fixed point \(P(2, 4)\) lies on the graph of \(f\), and a second point \(Q(x, f(x))\) moves along the graph. a) Write the difference quotient for the slope of the secant line through \(P\) and \(Q\). b) Simplify the expression from part a as much as possible. c) Find the secant slope when \(x = 2.2\).

Hints

- Recall the slope formula for a line through two points. - Can you factor a common coefficient from the numerator? - After factoring, do you recognize a difference of squares? - What factor cancels from the numerator and denominator?

Solution

1. The secant slope is \(m_{\text{sec}} = \frac{f(x) - f(2)}{x - 2} = \frac{0.5x^2 + 2 - 4}{x - 2} = \frac{0.5x^2 - 2}{x - 2}\), where \(x \ne 2\). 2. Factor the numerator: \(\frac{0.5(x^2 - 4)}{x - 2} = \frac{0.5(x - 2)(x + 2)}{x - 2} = 0.5(x + 2) = 0.5x + 1\), where \(x \ne 2\). 3. For \(x = 2.2\), \(m_{\text{sec}} = 0.5(2.2 + 2) = 0.5 \cdot 4.2 = 2.1\).

Answer

a) \(m_{\text{sec}} = \frac{0.5x^2 - 2}{x - 2}\), where \(x \ne 2\) b) \(m_{\text{sec}} = 0.5x + 1\), where \(x \ne 2\) c) \(2.1\)
Average and instantaneous rate of change 99
Let \(g(x) = x^2 - 5x\). a) Write the average rate of change of \(g\) over \([x_0, x_0 + h]\) in terms of \(x_0\) and \(h\), where \(h > 0\). b) Simplify the expression completely. c) Evaluate the average rate of change when \(x_0 = 3\) and \(h = 0.1\).

Hints

- Substitute \(x_0 + h\) and \(x_0\) into the function. - Be careful when subtracting the second function value. - Expand \((x_0 + h)^2\). - Factor \(h\) from the numerator before simplifying.

Solution

1. Form the difference quotient: \(\frac{g(x_0 + h) - g(x_0)}{h} = \frac{(x_0 + h)^2 - 5(x_0 + h) - (x_0^2 - 5x_0)}{h}\). 2. Expand and combine like terms: \(\frac{x_0^2 + 2x_0h + h^2 - 5x_0 - 5h - x_0^2 + 5x_0}{h} = \frac{2x_0h + h^2 - 5h}{h}\). 3. Factor and divide by \(h\): \(\frac{h(2x_0 + h - 5)}{h} = 2x_0 + h - 5\). 4. For \(x_0 = 3\) and \(h = 0.1\), the rate is \(2 \cdot 3 + 0.1 - 5 = 1.1\).

Answer

a) \(\frac{(x_0 + h)^2 - 5(x_0 + h) - (x_0^2 - 5x_0)}{h}\) b) \(2x_0 + h - 5\) c) \(1.1\)
Average and instantaneous rate of change 100
Let \(f(x) = 2x^2 - 3\). The point \(P(-1, -1)\) lies on the graph of \(f\). Find and simplify the slope of the secant line through \(P\) and any other point \(Q(x, f(x))\) on the graph.

Hints

- Use the slope formula for a line through two points. - Substitute the expression for the point \(Q\) into the formula. - Be careful when subtracting a negative function value. - Factor the numerator to simplify the quotient.

Solution

1. Use the slope formula: \(m_{\text{sec}} = \frac{f(x) - f(-1)}{x - (-1)}\). 2. Substitute the function values: \(m_{\text{sec}} = \frac{(2x^2 - 3) - (-1)}{x + 1} = \frac{2x^2 - 2}{x + 1}\). 3. Factor the numerator: \(\frac{2(x^2 - 1)}{x + 1} = \frac{2(x - 1)(x + 1)}{x + 1}\). 4. Since \(x \ne -1\), simplify to \(m_{\text{sec}} = 2(x - 1) = 2x - 2\).

Answer

\(m_{\text{sec}} = 2x - 2\), where \(x \ne -1\)
Average and instantaneous rate of change 101
Let \(g(x) = x^3 + 2\). Find a simplified expression for the slope of the secant line through the fixed point \(A(2, 10)\) and the variable point \(B(x, g(x))\) on the graph of \(g\).

Hints

- Use the difference quotient for the slope between two graph points. - Recall how to factor a difference of cubes such as \(x^3 - a^3\). - Polynomial division is another option when the denominator corresponds to a zero of the numerator.

Solution

1. Form the difference quotient: \(m_{\text{sec}} = \frac{g(x) - g(2)}{x - 2} = \frac{(x^3 + 2) - 10}{x - 2} = \frac{x^3 - 8}{x - 2}\). 2. Factor the difference of cubes: \(x^3 - 8 = (x - 2)(x^2 + 2x + 4)\). 3. Since \(x \ne 2\), cancel \(x - 2\) to obtain \(m_{\text{sec}} = x^2 + 2x + 4\).

Answer

\(m_{\text{sec}} = x^2 + 2x + 4\), where \(x \ne 2\)
Average and instantaneous rate of change 102
A hot liquid cools in a hypothetical laboratory model. The table gives its temperature \(T\) at several times \(t\). <table> <tr><td>Time \(t\) (in \(\text{min}\))</td><td>\(0\)</td><td>\(5\)</td><td>\(10\)</td><td>\(20\)</td><td>\(30\)</td><td>\(50\)</td></tr> <tr><td>Temperature \(T\) (in \(^\circ\text{C}\))</td><td>\(85.0\)</td><td>\(72.5\)</td><td>\(62.0\)</td><td>\(46.0\)</td><td>\(35.0\)</td><td>\(23.0\)</td></tr> </table> a) Find the average rate of change of the temperature during the first 10 minutes. b) Find the average rate of change from \(t = 20\) to \(t = 50\). c) During which interval, \([0, 5]\), \([5, 10]\), \([10, 20]\), \([20, 30]\), or \([30, 50]\), does the liquid cool fastest on average? Support your answer by calculating each rate.

Hints

- What does a secant slope represent in this context? - Track the units of each rate. - Divide the change in temperature by the change in time. - A negative rate means that the temperature is decreasing.

Solution

1. Over \([0, 10]\), \(\frac{T(10) - T(0)}{10 - 0} = \frac{62.0 - 85.0}{10} = -2.3\,\frac{^\circ\text{C}}{\text{min}}\). 2. Over \([20, 50]\), \(\frac{T(50) - T(20)}{50 - 20} = \frac{23.0 - 46.0}{30} = -\frac{23}{30} \approx -0.767\,\frac{^\circ\text{C}}{\text{min}}\). 3. The rates for the consecutive intervals are: \([0, 5]\): \(-2.5\,\frac{^\circ\text{C}}{\text{min}}\); \([5, 10]\): \(-2.1\,\frac{^\circ\text{C}}{\text{min}}\); \([10, 20]\): \(-1.6\,\frac{^\circ\text{C}}{\text{min}}\); \([20, 30]\): \(-1.1\,\frac{^\circ\text{C}}{\text{min}}\); \([30, 50]\): \(-0.6\,\frac{^\circ\text{C}}{\text{min}}\). The greatest cooling rate in magnitude occurs over \([0, 5]\).

Answer

a) \(-2.3\,\frac{^\circ\text{C}}{\text{min}}\) b) \(-\frac{23}{30}\,\frac{^\circ\text{C}}{\text{min}} \approx -0.767\,\frac{^\circ\text{C}}{\text{min}}\) c) \([0, 5]\), with an average rate of \(-2.5\,\frac{^\circ\text{C}}{\text{min}}\)
Average and instantaneous rate of change 103
The table gives simulated wildlife population counts for a protected area over several years. <table> <tr><td>Year</td><td>\(2015\)</td><td>\(2017\)</td><td>\(2018\)</td><td>\(2020\)</td><td>\(2023\)</td></tr> <tr><td>Number of animals</td><td>\(1200\)</td><td>\(1550\)</td><td>\(1820\)</td><td>\(1740\)</td><td>\(2100\)</td></tr> </table> a) Find the average annual rate of change of the population from 2015 to 2023. b) Find the average annual rates of change from 2017 to 2018 and from 2018 to 2020. c) Interpret the sign of the rate from 2018 to 2020 in context. d) During which interval between consecutive measurements was the average annual growth greatest?

Hints

- Divide the change in the population by the number of years in the interval. - What does a negative result mean for the population? - Compare the rates for all consecutive measurement intervals. - The time gaps between measurements are not all equal.

Solution

1. From 2015 to 2023, \(\frac{2100 - 1200}{2023 - 2015} = \frac{900}{8} = 112.5\,\frac{\text{animals}}{\text{year}}\). 2. From 2017 to 2018, \(\frac{1820 - 1550}{1} = 270\,\frac{\text{animals}}{\text{year}}\). From 2018 to 2020, \(\frac{1740 - 1820}{2} = -40\,\frac{\text{animals}}{\text{year}}\). 3. The negative rate means that the population decreased on average during 2018–2020. 4. The consecutive-interval rates are: 2015–2017, \(175\,\frac{\text{animals}}{\text{year}}\); 2017–2018, \(270\,\frac{\text{animals}}{\text{year}}\); 2018–2020, \(-40\,\frac{\text{animals}}{\text{year}}\); and 2020–2023, \(120\,\frac{\text{animals}}{\text{year}}\). The greatest average growth occurred from 2017 to 2018.

Answer

a) \(112.5\,\frac{\text{animals}}{\text{year}}\) b) 2017–2018: \(270\,\frac{\text{animals}}{\text{year}}\) 2018–2020: \(-40\,\frac{\text{animals}}{\text{year}}\) c) The population decreased during that interval. d) 2017–2018, with \(270\,\frac{\text{animals}}{\text{year}}\)
Average and instantaneous rate of change 104
Find the slope of the tangent line to \(g(x) = |x|+2x\) at \(x = a\) in each case. a) \(a > 0\) b) \(a < 0\)

Hints

- Rewrite \(|x|\) separately for positive and negative values of \(x\). - Simplify the resulting linear expression in each case. - Read the slope from the coefficient of \(x\).

Solution

1. When \(x > 0\), \(|x| = x\). Therefore, \(g(x) = x+2x = 3x\), which has slope \(3\). 2. When \(x < 0\), \(|x| = -x\). Therefore, \(g(x) = -x+2x = x\), which has slope \(1\). 3. Thus, the tangent-line slope is \(3\) when \(a > 0\) and \(1\) when \(a < 0\).

Answer

a) \(3\) b) \(1\)
Average and instantaneous rate of change 105
A tennis ball is hit straight up. Its height above the ground is \(H(t)=-16t^2+64t+3\), with height in feet and time in seconds. a) Approximate its instantaneous velocity at \(t=1\), \(t=2\), and \(t=3\) using \(\frac{H(t+\Delta t)-H(t)}{\Delta t}\) with \(\Delta t=0.001\). b) Interpret the signs of the three approximate velocities. c) Rewrite the height formula in vertex form to find when the exact instantaneous velocity is zero and the ball's maximum height. Check the zero velocity using a difference quotient.

Hints

- A forward difference measures average motion just after the chosen instant. - To find the peak without differentiation rules, rewrite the quadratic as a constant minus a squared term. - At the peak, try the difference quotient with a short time change h in either direction.

Solution

1. For \(\Delta t=0.001\), the forward difference quotient simplifies to \(-32t+64-0.016\). 2. At \(t=1,2,3\), the rates are \(31.984\), \(-0.016\), and \(-32.016\) feet per second, respectively. 3. The positive rate at \(t=1\) means rising; the negative rate at \(t=3\) means falling. The tiny negative rate at \(t=2\) comes from averaging over a short interval just after the peak. 4. Complete the square: \(H(t)=-16(t-2)^2+67\). Thus the height is greatest at \(t=2\), when \(H(2)=67\,\text{ft}\). 5. At the vertex, \(\frac{H(2+h)-H(2)}{h}=\frac{-16h^2}{h}=-16h\) for \(h\ne0\), and this approaches \(0\) as \(h\to0\). The exact instantaneous velocity there is zero.

Answer

a) At \(t=1\): \(31.984\,\text{ft/s}\); at \(t=2\): \(-0.016\,\text{ft/s}\); at \(t=3\): \(-32.016\,\text{ft/s}\). b) Rising at \(t=1\), falling at \(t=3\); the small negative forward rate at \(t=2\) spans the interval after the peak. c) \(H(t)=-16(t-2)^2+67\). At \(t=2\,\text{s}\), the exact rate is \(0\,\text{ft/s}\) and the maximum height is \(67\,\text{ft}\).
Average and instantaneous rate of change 106
The total cost of removing pollutants at a wastewater treatment plant depends on the amount removed. The function \(C(x)\) gives the total cost in dollars of removing \(x\) kilograms of pollutants. Interpret each expression in context and give its units. a) \(C(x)-C(x_0)\) b) \(\frac{C(x)-C(x_0)}{x-x_0}\) c) \(C'(x_0)\)

Hints

- A difference of cost values represents a change in total cost. - Dividing a cost change by an amount change gives cost per unit of amount. - In economics, the derivative of a cost function is called marginal cost.

Solution

1. \(C(x)-C(x_0)\) is the change in total cost when the amount of pollutants removed changes from \(x_0\) kilograms to \(x\) kilograms. Its units are dollars. 2. \(\frac{C(x)-C(x_0)}{x-x_0}\) is the average change in cost per kilogram between \(x_0\) and \(x\). Its units are dollars per kilogram. 3. \(C'(x_0)\) is the marginal cost at \(x_0\). It approximates the additional cost of removing one more kilogram when \(x_0\) kilograms have already been removed. Its units are dollars per kilogram.

Answer

a) The change in total cost, measured in dollars b) The average change in cost per kilogram from \(x_0\) to \(x\), measured in dollars per kilogram c) The marginal cost at \(x_0\), measured in dollars per kilogram
Average and instantaneous rate of change 107
A graph has the same rate of change, \(-0.5\), at every input. 1. What kind of graph is it? Describe its direction. 2. Find an equation for the graph if it passes through \((4,2)\). 3. Another graph is made by shifting this graph up \(10\) units. Does its rate of change change? Explain using slopes.

Hints

- A constant rate of change means the same rise over run everywhere. - Use the given point to find the missing intercept in a line equation. - Compare the vertical differences between points before and after an upward shift.

Solution

1. Constant rate means constant slope, so the graph is a decreasing straight line. 2. Write \(h(x)=-0.5x+b\). Using \(h(4)=2\) gives \(2=-2+b\), so \(b=4\) and \(h(x)=-0.5x+4\). 3. Moving every point up by 10 leaves all rises between pairs of points unchanged. The shifted graph also has slope \(-0.5\).

Answer

1. A decreasing straight line. 2. \(h(x)=-0.5x+4\) 3. No. Its rate remains \(-0.5\) because a vertical shift does not change slope.
Average and instantaneous rate of change 108
A sled moves down a snowy hill. Its distance traveled, in meters, is modeled by \(s(t) = \frac{1}{2}at^2\), where \(t\) is time in seconds and \(a\) is the constant acceleration down the hill. a) Derive a simplified expression for the average velocity \(v_{\text{avg}}\) over \([t_1, t_2]\), where \(t_1 < t_2\). b) Find the average velocity when \(a = 2.4\,\frac{\text{m}}{\text{s}^2}\), \(t_1 = 5\,\text{s}\), and \(t_2 = 15\,\text{s}\).

Hints

- How is average velocity defined using distance traveled and elapsed time? - Write the difference quotient for \(s(t)\). - Use the difference-of-squares factorization to simplify. - Substitute the values only after simplifying the general expression.

Solution

1. Form the difference quotient: \(\frac{s(t_2) - s(t_1)}{t_2 - t_1} = \frac{\frac{1}{2}at_2^2 - \frac{1}{2}at_1^2}{t_2 - t_1}\). 2. Factor the numerator: \(\frac{\frac{1}{2}a(t_2^2 - t_1^2)}{t_2 - t_1} = \frac{\frac{1}{2}a(t_2 - t_1)(t_2 + t_1)}{t_2 - t_1}\). 3. Since \(t_1 < t_2\), cancel \(t_2 - t_1\): \(v_{\text{avg}} = \frac{1}{2}a(t_1 + t_2)\). 4. Substitute the given values: \(v_{\text{avg}} = \frac{1}{2} \cdot 2.4 \cdot (5 + 15) = 24\,\frac{\text{m}}{\text{s}}\).

Answer

a) \(v_{\text{avg}} = \frac{1}{2}a(t_1 + t_2)\) b) \(24\,\frac{\text{m}}{\text{s}}\)
Average and instantaneous rate of change 109
Let \(f(x) = 0.2x^2 + 3\). a) Find the slope of the secant line through \(P(2, f(2))\) and \(Q(7, f(7))\). b) Find \(x_2 > 0\) such that the average rate of change of \(f\) over \([0, x_2]\) is exactly \(1.6\).

Hints

- How are secant slope and average rate of change related? - Use the slope formula with the two given graph points. - For part b, write an equation with \(x_2\) as the unknown. - Simplify the quotient before solving the equation.

Solution

1. Evaluate the function values: \(f(2) = 0.2 \cdot 2^2 + 3 = 3.8\) and \(f(7) = 0.2 \cdot 7^2 + 3 = 12.8\). 2. The secant slope is \(\frac{f(7) - f(2)}{7 - 2} = \frac{12.8 - 3.8}{5} = 1.8\). 3. For part b, set \(\frac{f(x_2) - f(0)}{x_2 - 0} = 1.6\). Since \(f(0) = 3\), \(\frac{0.2x_2^2}{x_2} = 1.6\). 4. Because \(x_2 > 0\), divide by \(x_2\): \(0.2x_2 = 1.6\), so \(x_2 = 8\).

Answer

a) \(1.8\) b) \(x_2 = 8\)
Average and instantaneous rate of change 110
Under favorable conditions, an algae patch on a lake grows exponentially. At the beginning of the observation, it covers \(2.0\,\text{m}^2\). The covered area increases by \(25\%\) each week. a) Write a function in the form \(A(t) = ab^t\) that gives the area \(A\), in square meters, after \(t\) weeks. b) Find the area after \(4\) weeks and after \(8\) weeks. c) Find the average rate of change of the area during the first \(4\) weeks and from week \(4\) to week \(8\).

Hints

- How is a percent increase converted to a growth factor? - What does \(a\) represent in an exponential model? - Use the secant-slope formula between the endpoint values. - What units should an area growth rate have?

Solution

1. The initial value is \(a = 2\), and the weekly growth factor is \(b = 1 + 0.25 = 1.25\). Therefore, \(A(t) = 2 \cdot 1.25^t\). 2. \(A(4) = 2 \cdot 1.25^4 \approx 4.8828\,\text{m}^2\), and \(A(8) = 2 \cdot 1.25^8 \approx 11.9209\,\text{m}^2\). 3. Over \([0, 4]\), the average rate is \(\frac{A(4) - A(0)}{4} \approx \frac{4.8828 - 2}{4} \approx 0.7207\,\frac{\text{m}^2}{\text{week}}\). 4. Over \([4, 8]\), the average rate is \(\frac{A(8) - A(4)}{4} \approx \frac{11.9209 - 4.8828}{4} \approx 1.7595\,\frac{\text{m}^2}{\text{week}}\).

Answer

a) \(A(t) = 2 \cdot 1.25^t\) b) After \(4\) weeks: approximately \(4.88\,\text{m}^2\) After \(8\) weeks: approximately \(11.92\,\text{m}^2\) c) First \(4\) weeks: approximately \(0.72\,\frac{\text{m}^2}{\text{week}}\) Weeks \(4\) through \(8\): approximately \(1.76\,\frac{\text{m}^2}{\text{week}}\)
Average and instantaneous rate of change 111
A new electric bicycle costs \(\$5000\). Because of age and use, its market value decreases by \(15\%\) each year. The value is modeled by an exponential function \(V(t) = ab^t\), where \(t\) is the number of years since purchase and \(V\) is measured in dollars. a) Write the function \(V(t)\). b) Find the average rate of change of the value during the first two years. c) Find the average rate of change from year \(5\) to year \(7\). Compare it with the result from part b and explain the difference.

Hints

- What factor represents a decrease by a fixed percent? - What does a negative rate of change mean in this context? - Use the average-rate-of-change formula over each time interval. - Why does the same percent loss produce a smaller dollar loss later?

Solution

1. The initial value is \(a = 5000\), and the annual decay factor is \(b = 1 - 0.15 = 0.85\). Thus, \(V(t) = 5000 \cdot 0.85^t\). 2. \(V(0) = 5000\) and \(V(2) = 5000 \cdot 0.85^2 = 3612.50\). Over \([0, 2]\), the average rate of change is \(\frac{3612.50 - 5000}{2} = -693.75\,\frac{\text{dollars}}{\text{year}}\). 3. \(V(5) = 5000 \cdot 0.85^5 \approx 2218.53\) and \(V(7) = 5000 \cdot 0.85^7 \approx 1602.89\). Over \([5, 7]\), the average rate of change is \(\frac{1602.89 - 2218.53}{2} \approx -307.82\,\frac{\text{dollars}}{\text{year}}\). 4. The later rate has smaller magnitude because the same \(15\%\) loss is applied to a lower market value.

Answer

a) \(V(t) = 5000 \cdot 0.85^t\) b) \(-\$693.75\) per year c) Approximately \(-\$307.82\) per year. The later annual dollar loss is smaller because the bicycle has a lower value by years \(5\) through \(7\).
Average and instantaneous rate of change 112
A newly installed solar energy system has a value of \(\$15{,}000\). Because of aging and technological advances, its value decreases by \(4\%\) each year. a) Write a function \(W(t) = W_0 \cdot a^t\) that gives the value \(W\), in dollars, after \(t\) years. b) Find the average annual rate of change of the value during the first five years and from year \(10\) to year \(15\). c) Compare the two results and explain why they differ even though the annual percent loss is constant.

Hints

- What factor represents an annual decrease of \(4\%\)? - Use the difference quotient over each requested interval. - How does the base amount to which the \(4\%\) applies change over time?

Solution

1. The initial value is \(W_0 = 15{,}000\), and the annual decay factor is \(a = 1 - 0.04 = 0.96\). Thus, \(W(t) = 15{,}000 \cdot 0.96^t\). 2. For \([0, 5]\), \(W(0) = 15{,}000\) and \(W(5) = 15{,}000 \cdot 0.96^5 \approx 12{,}230.59\). The average rate is \(\frac{12230.59 - 15000}{5} \approx -553.88\,\frac{\text{dollars}}{\text{year}}\). 3. For \([10, 15]\), \(W(10) = 15{,}000 \cdot 0.96^{10} \approx 9972.49\) and \(W(15) = 15{,}000 \cdot 0.96^{15} \approx 8131.30\). The average rate is \(\frac{8131.30 - 9972.49}{5} \approx -368.24\,\frac{\text{dollars}}{\text{year}}\). 4. The later rate has smaller magnitude because the constant \(4\%\) loss is applied to a smaller remaining value.

Answer

a) \(W(t) = 15{,}000 \cdot 0.96^t\) b) \([0, 5]\): approximately \(-\$553.88\) per year \([10, 15]\): approximately \(-\$368.24\) per year c) The absolute loss becomes smaller because the same \(4\%\) is applied to a decreasing value.
Average and instantaneous rate of change 113
The two panels show the graphs of \(f\) and \(g\). Difference quotient I: \(\frac{2.5 - (-1.5)}{3 - 1}\) Difference quotient II: \(\frac{0 - 1}{2 - 0}\) 1. Match each difference quotient to the appropriate graph. Justify each match by identifying the corresponding points on the graph. 2. Calculate the average rate of change for each function over its corresponding interval.
Figure for problem 532343

Hints

- In a difference quotient, what do the denominator values tell you about the interval? - Read the corresponding function values from each graph. - Check which graph contains the two points represented by each quotient. - After matching, simplify each quotient.

Solution

1. Difference quotient I uses the points \((1, -1.5)\) and \((3, 2.5)\), which lie on the graph of \(f\). It represents the average rate of change of \(f\) over \([1, 3]\). 2. Difference quotient II uses the points \((0, 1)\) and \((2, 0)\), which lie on the graph of \(g\). It represents the average rate of change of \(g\) over \([0, 2]\). 3. For \(f\), \(\frac{2.5 - (-1.5)}{3 - 1} = \frac{4}{2} = 2\). 4. For \(g\), \(\frac{0 - 1}{2 - 0} = -\frac{1}{2} = -0.5\).

Answer

1. Quotient I matches \(f\) over \([1,3]\), using \((1,-1.5)\) and \((3,2.5)\); Quotient II matches \(g\) over \([0,2]\), using \((0,1)\) and \((2,0)\). 2. \(f\): \(2\); \(g\): \(-0.5\)
Average and instantaneous rate of change 114
The graph of \(f\) includes tangent line \(t_1\) at \(x=-2\) and tangent line \(t_2\) at \(x=0\). a) Use the tangent lines to find \(f'(-2)\) and \(f'(0)\). b) Estimate \(f'(2)\) and decide whether \(f'(1)\) is positive, negative, or zero from the graph.
Figure for problem 532350

Hints

- For the two drawn tangents, read rise over run from grid points. - Use symmetry to compare the tangent directions at opposite x-values. - For the undrawn tangent at x=1, focus on its direction rather than an unsupported exact number.

Solution

1. Tangent line \(t_1\) has slope \(\frac{-2-0}{-2-(-4)}=-1\), so \(f'(-2)=-1\). 2. Tangent line \(t_2\) has slope \(\frac{2-0}{1-0}=2\), so \(f'(0)=2\). 3. By the curve's symmetry, its tangent near \(x=2\) slopes downward about \(1\) per unit of run, so \(f'(2)\approx-1\). 4. The curve is rising at \(x=1\), so its tangent slope there is positive. An exact decimal slope is not readable from this graph.

Answer

a) \(f'(-2)=-1\) and \(f'(0)=2\) b) \(f'(2)\approx-1\); \(f'(1)\) is positive.
Average and instantaneous rate of change 115
**Part 1: Average rate of change** Find the average rate of change of \(f\) over each interval: a) \([-1,3]\) b) \([0,4]\) c) \([3,5]\) **Part 2: Reading the curve's direction** Decide whether each statement is true or false. Explain briefly. (1) At \(x=2\), the curve slopes downward. (2) At \(x=1\), its tangent is horizontal. (3) The curve rises throughout \([1,3]\).
Figure for problem 532358

Hints

- Read the endpoints of each secant from the graph to compute its average slope. - Follow the curve from left to right to decide when it rises or falls. - A rate at one input is not the same as the average rate over a long interval.

Solution

1. Read the endpoint values \(f(-1)=-3\), \(f(0)=1\), \(f(3)=1\), \(f(4)=2\), and \(f(5)=6\). 2. The average slopes are a) \(\frac{1-(-3)}{3-(-1)}=1\); b) \(\frac{2-1}{4}=0.25\); c) \(\frac{6-1}{2}=2.5\). 3. Statement (1) is true: the graph falls at \(x=2\). 4. Statement (2) is true: the smooth curve has a peak at \(x=1\), so its tangent is horizontal. 5. Statement (3) is false: the graph falls from \(x=1\) to \(x=3\).

Answer

**Part 1:** a) \(1\) b) \(0.25\) c) \(2.5\) **Part 2:** (1) True; the curve slopes downward at \(x=2\). (2) True; the tangent is horizontal at the smooth peak. (3) False; the curve falls between \(x=1\) and \(x=3\).
Average and instantaneous rate of change 116
Panels 1, 2, and 3 show the graphs of three functions \(f\), \(g\), and \(h\). Each graph matches exactly one difference-quotient card: * **Card A:** \(\frac{1 - 1}{4 - 0} = 0\) * **Card B:** \(\frac{1 - (-1)}{3 - (-1)} = 0.5\) * **Card C:** \(\frac{-1 - 0}{2 - 0} = -0.5\) Match each graph to its card. Justify each match by stating the two graph points used in the difference quotient.
Figure for problem 532497

Hints

- Read each quotient as \(\frac{y_2 - y_1}{x_2 - x_1}\). - Identify the two points represented by each card. - Find the graph that contains both points. - Pay close attention to negative coordinates.

Solution

1. Card A represents the points \((0, 1)\) and \((4, 1)\). Only graph 1, the graph of \(f\), contains both points. Therefore, graph 1 matches Card A. 2. Card B represents the points \((-1, -1)\) and \((3, 1)\). Only graph 2, the graph of \(g\), contains both points. Therefore, graph 2 matches Card B. 3. Card C represents the points \((0, 0)\) and \((2, -1)\). Only graph 3, the graph of \(h\), contains both points. Therefore, graph 3 matches Card C.

Answer

Graph 1: Card A, using \((0,1)\) and \((4,1)\); Graph 2: Card B, using \((-1,-1)\) and \((3,1)\); Graph 3: Card C, using \((0,0)\) and \((2,-1)\)
Average and instantaneous rate of change 117
The graph shows the elevation of a downhill mountain-bike route. Horizontal distance from the trailhead is on the x-axis, and elevation above sea level is on the y-axis. a) Find the average grade, as a percent, over the entire trail. b) Find the average grade over the first \(800\) meters and the second \(800\) meters. Compare the results. c) A rider claims, “No short section of the first half can be steeper downhill than the first half's average grade.” Test the claim using a shorter interval from the graph. Calculate that interval's grade.
Figure for problem 532500

Hints

- Use elevation change divided by horizontal distance, then convert to a percent. - Read the halfway elevation from the graph. - Compare the first-half average with the grade over a shorter part of that half.

Solution

1. Average grade is the elevation change divided by the horizontal distance, as a percent. 2. Over the full trail, the grade is \(\frac{1200-1300}{1600}\cdot100\%=-6.25\%\). 3. Over the first \(800\) meters, it is \(\frac{1240-1300}{800}\cdot100\%=-7.5\%\). Over the second \(800\) meters, it is \(\frac{1200-1240}{800}\cdot100\%=-5\%\). The first half is steeper downhill on average. 4. Between \(400\) and \(800\) meters, the elevation drops from \(1280\) to \(1240\) meters. Its grade is \(\frac{1240-1280}{800-400}\cdot100\%=-10\%\), steeper than the first half's average.

Answer

a) \(-6.25\%\) b) First half \(-7.5\%\); second half \(-5\%\). The first half has the steeper average downhill grade. c) No. From \(400\) to \(800\) meters the grade is \(-10\%\), steeper than the first-half average.
Average and instantaneous rate of change 118
For the first \(10\) days after sprouting, a seedling's height is modeled by \(H(t) = -0.015625t^2+0.375t+0.5\), where \(t\) is measured in days and \(H(t)\) is measured in inches. a) Use the tangent line shown at day \(4\) to estimate the instantaneous growth rate. Explain how you found the estimate. b) Find the average growth rate during the first \(4\) days, and compare it with the instantaneous growth rate on day \(4\). c) Explain how the graph shows that the growth rate decreases throughout the \(10\)-day period.
Figure for problem 532502

Hints

- Instantaneous growth rate is represented by a tangent-line slope. - Use two readable grid points on the shown tangent line to estimate its slope. - Average growth rate is change in height divided by change in time. - Observe how the steepness of the curve changes from left to right.

Solution

1. The shown tangent line at day \(4\) passes through the grid points \((1, 1)\) and \((5, 2)\). 2. Its slope is \(\frac{2-1}{5-1} = \frac{1}{4} = 0.25\). The instantaneous growth rate on day \(4\) is \(0.25\,\frac{\text{in.}}{\text{day}}\). 3. Evaluate the endpoint heights: \(H(0) = 0.5\) and \(H(4) = 1.75\). 4. The average growth rate is \(\frac{H(4)-H(0)}{4-0} = \frac{1.75-0.5}{4} = 0.3125\,\frac{\text{in.}}{\text{day}}\). 5. The average rate over the first four days is greater than the instantaneous rate on day \(4\). 6. The graph becomes less steep from left to right, so the slopes of its tangent lines decrease as time increases.

Answer

a) \(0.25\,\frac{\text{in.}}{\text{day}}\) b) \(0.3125\,\frac{\text{in.}}{\text{day}}\); the average rate is greater than the instantaneous rate on day \(4\). c) The curve becomes progressively flatter, so its tangent slopes decrease over time.
Average and instantaneous rate of change 119
The time-height graph shows a 60-minute hot-air-balloon flight. a) Describe the flight during \([0, 20]\), \([20, 40]\), and \([40, 60]\), with time measured in minutes. b) Find and interpret the average rate of change of the height, in meters per minute, over each interval. c) An observer claims, “Because the average upward velocity over \([0, 20]\) is \(15\,\frac{\text{m}}{\text{min}}\), the balloon must have been at \(250\,\text{m}\) after exactly \(10\) minutes.” Evaluate both the numerical conclusion and the reasoning.
Figure for problem 532504

Hints

- Identify what each axis and unit represent. - Use the slope between the endpoint points of each interval. - What does a negative vertical rate mean? - Does an average velocity have to equal the velocity at every moment? - Can you assume a curved graph is linear between its endpoints?

Solution

1. From \(0\) to \(20\) minutes, the balloon rises from \(100\,\text{m}\) to \(400\,\text{m}\), first slowly, then more quickly, and then more slowly. From \(20\) to \(40\) minutes, it remains at \(400\,\text{m}\). From \(40\) to \(60\) minutes, it descends to \(100\,\text{m}\), with a changing descent rate. 2. Over \([0, 20]\), the average rate is \(\frac{400 - 100}{20} = 15\,\frac{\text{m}}{\text{min}}\). Over \([20, 40]\), it is \(\frac{400 - 400}{20} = 0\,\frac{\text{m}}{\text{min}}\). Over \([40, 60]\), it is \(\frac{100 - 400}{20} = -15\,\frac{\text{m}}{\text{min}}\). 3. The graph does show \(h(10) = 250\,\text{m}\), so the numerical conclusion happens to be correct. However, using the average rate to assume constant linear motion is invalid because the graph is curved. The agreement occurs because of the shape and symmetry of this particular graph.

Answer

a) \([0,20]\): the balloon rises from \(100\,\text{m}\) to \(400\,\text{m}\) at a changing rate; \([20,40]\): it stays at \(400\,\text{m}\); \([40,60]\): it descends from \(400\,\text{m}\) to \(100\,\text{m}\) at a changing rate. b) \([0,20]\): \(15\,\frac{\text{m}}{\text{min}}\); \([20,40]\): \(0\,\frac{\text{m}}{\text{min}}\); \([40,60]\): \(-15\,\frac{\text{m}}{\text{min}}\). c) The graph gives \(h(10)=250\,\text{m}\), but the observer’s reasoning is invalid because an average velocity does not imply constant velocity.
Average and instantaneous rate of change 120
The graph shows a function \(f\) and its tangent line \(t\) at \(x=2\). a) Use the graph to find \(f(0)\) and \(f(6)\). b) Find the average rate of change of \(f\) over \([0,6]\). Explain its geometric meaning. c) Find the instantaneous rate of change \(f'(2)\). Explain its geometric meaning.
Figure for problem 532505

Hints

- Read a function value by matching an x-coordinate to its y-coordinate on the graph. - Average rate of change is the slope of the secant line through the endpoint points. - Instantaneous rate of change is the slope of the tangent line. - Use two visible points on the tangent line to calculate its slope.

Solution

1. From the graph, \(f(0)=1\) and \(f(6)=4\). 2. Over \([0,6]\), the average rate is \(\frac{f(6)-f(0)}{6-0}=\frac{4-1}{6}=0.5\). Geometrically, this is the slope of the secant line through \((0,1)\) and \((6,4)\). 3. The tangent line at \(x=2\) passes through \((0,2)\) and \((2,4)\), so \(f'(2)=\frac{4-2}{2-0}=1\). Geometrically, this is the slope of the tangent line to the graph at \((2,4)\).

Answer

a) \(f(0)=1\) and \(f(6)=4\) b) \(0.5\), the slope of the secant line through \((0,1)\) and \((6,4)\) c) \(f'(2)=1\), the slope of the tangent line at \((2,4)\)
Average and instantaneous rate of change 121
The graph shows the water level \(h\), in feet, in a harbor during a \(12\)-hour tide cycle. Time \(t\) is measured in hours after midnight, and points \(A\), \(B\), \(C\), and \(D\) mark selected times. a) Interpret the instantaneous rate of change of the water level and give its units. b) Estimate the instantaneous rates of change at \(A\) and \(B\). Tangent lines are drawn at \(A\) and \(D\). c) Noémie claims, “At point \(D\), the water level is falling especially fast at about \(4\) feet per hour.” Evaluate the claim by estimating the instantaneous rate at \(D\) from the tangent line.
Figure for problem 532511

Hints

- Interpret slope as change in water level divided by change in time. - Use the drawn tangent line at \(A\) to estimate rise over run. - A local maximum has a horizontal tangent. - Use the drawn tangent at \(D\), and pay attention to both the sign and magnitude of its slope.

Solution

1. The instantaneous rate of change describes how quickly the water level is rising or falling at a specific time. Its units are feet per hour. 2. At \(A\), the tangent line has slope approximately \(3.14\,\frac{\text{ft}}{\text{h}}\), so the water level is rising at about \(3.1\,\frac{\text{ft}}{\text{h}}\). 3. Point \(B\) is a maximum, so its tangent is horizontal and the instantaneous rate is \(0\,\frac{\text{ft}}{\text{h}}\). 4. At \(D\), the tangent line has slope approximately \(-2.72\,\frac{\text{ft}}{\text{h}}\), so the water level is falling at about \(2.7\,\frac{\text{ft}}{\text{h}}\). 5. The negative sign confirms that the level is falling, but the magnitude is about \(2.7\), not \(4\). Noémie’s estimate is too high.

Answer

a) The rate tells how quickly the water level is rising or falling at one time, measured in feet per hour. b) At \(A\): approximately \(3.1\,\frac{\text{ft}}{\text{h}}\) At \(B\): \(0\,\frac{\text{ft}}{\text{h}}\) c) The claim is incorrect. At \(D\), the tangent-line estimate is approximately \(-2.7\,\frac{\text{ft}}{\text{h}}\), so the water level is falling at about \(2.7\) feet per hour.
Average and instantaneous rate of change 122
The graph shows the water level \(h(t)\), in meters, in a large tank over time \(t\), in hours. Three dashed lines are tangents at \(t=1\), \(t=2\), and \(t=3\). a) Find the average rate of change of the water level on \([0,4]\) and on \([4,6]\). b) Find the instantaneous rate of change at \(t=4\) from the graph, and interpret it in context. c) Of the three shown tangent times \(t=1\), \(t=2\), and \(t=3\), which has the greatest instantaneous rate of change? Find that rate from the graph.
Figure for problem 532513

Hints

- Average rate of change is a secant-line slope. - A horizontal tangent represents an instantaneous rate of \(0\). - Compare the steepness of the three dashed tangent lines before calculating a slope. - For the steepest tangent, use two clear grid points on that line to calculate rise over run.

Solution

1. From the graph, \(h(0)=2\) and \(h(4)=10\). The average rate on \([0,4]\) is \(\frac{10-2}{4-0}=2\,\frac{\text{m}}{\text{h}}\). 2. Also, \(h(6)=2\). The average rate on \([4,6]\) is \(\frac{2-10}{6-4}=-4\,\frac{\text{m}}{\text{h}}\). 3. At \(t=4\), the graph has a horizontal tangent, so the instantaneous rate is \(0\,\frac{\text{m}}{\text{h}}\). The water level is momentarily neither rising nor falling. 4. Comparing the three dashed tangent lines, the tangent at \(t=2\) is the steepest upward line. 5. That tangent passes through \((0,0)\) and \((2,6)\), so its slope is \(\frac{6-0}{2-0}=3\,\frac{\text{m}}{\text{h}}\).

Answer

a) On \([0,4]\): \(2\,\frac{\text{m}}{\text{h}}\); on \([4,6]\): \(-4\,\frac{\text{m}}{\text{h}}\) b) \(0\,\frac{\text{m}}{\text{h}}\); the water level is momentarily constant. c) \(t=2\) hours; \(3\,\frac{\text{m}}{\text{h}}\)
Average and instantaneous rate of change 123
The graph of \(f\) has marked points \(P_1\), \(P_2\), and \(P_3\) at \(x_1 = -1\), \(x_2 = 0\), and \(x_3 = 2\). Match each x-value with its instantaneous rate of change. Value A: \(-1\) Value B: \(0.5\) Value C: \(3\) Give your answer in the form “\(x_1\): Value ..., \(x_2\): Value ..., \(x_3\): Value ...”.
Figure for problem 532525

Hints

- Instantaneous rate of change is the slope of a tangent line. - Imagine a tangent line at each marked point. - Compare how steeply the graph rises or falls. - Use the sign of each listed value to eliminate mismatches.

Solution

1. At \(x_1 = -1\), the graph rises gently. The tangent slope is \(0.5\), which is Value B. 2. At \(x_2 = 0\), the graph rises steeply. The tangent slope is \(3\), which is Value C. 3. At \(x_3 = 2\), the graph falls. The tangent slope is \(-1\), which is Value A.

Answer

\(x_1\): Value B, \(x_2\): Value C, \(x_3\): Value A
Average and instantaneous rate of change 124
The graph shows the elevation profile of a 12K trail run. Horizontal distance is measured in kilometers, and elevation is measured in meters. a) Find the average grade, as a percent, for each section: 1. From the start to point \(B\) at kilometer \(4\) 2. From point \(B\) to point \(C\) at kilometer \(8\) 3. From point \(C\) to the finish at kilometer \(12\) b) Find the average grade over the entire course. Briefly assess whether this value accurately represents the effort required by the run.
Figure for problem 532535

Hints

- Convert kilometers to meters before calculating a percent grade. - Grade is change in elevation divided by horizontal distance. - What does a negative grade mean? - Can uphill and downhill changes cancel in a net average?

Solution

1. Convert each \(4\)-kilometer horizontal interval to \(4000\,\text{m}\), and convert the full \(12\)-kilometer course to \(12{,}000\,\text{m}\). 2. From the start to \(B\), the elevation change is \(260 - 100 = 160\,\text{m}\). The average grade is \(\frac{160}{4000} = 0.04 = 4\%\). 3. From \(B\) to \(C\), the elevation change is \(180 - 260 = -80\,\text{m}\). The average grade is \(\frac{-80}{4000} = -0.02 = -2\%\). 4. From \(C\) to the finish, the elevation change is \(420 - 180 = 240\,\text{m}\). The average grade is \(\frac{240}{4000} = 0.06 = 6\%\). 5. Over the full course, the elevation change is \(420 - 100 = 320\,\text{m}\). The average grade is \(\frac{320}{12000} = \frac{2}{75} \approx 0.0267 \approx 2.67\%\). 6. The overall average can understate the effort because uphill and downhill sections offset each other, while the runner still experiences the separate climbs and descents.

Answer

a) 1. \(4\%\) 2. \(-2\%\) 3. \(6\%\) b) Approximately \(2.67\%\). This single average does not represent the effort well because the climbs and descents partly cancel.
Average and instantaneous rate of change 125
The graph shows the surface elevation of a mountain reservoir over \(8\) hours. Elevation is measured in meters relative to a fixed reference mark; negative values mean the water is below the mark. a) Find the average rate of change of the water-surface elevation over each interval: (1) \([1,5]\) (2) \([0,6]\) (3) \([5,8]\) b) Use the graph alone to decide whether each statement about the instantaneous change is true or false. Explain briefly. (1) At \(t=3\), the water surface is rising. (2) The water-surface elevation falls throughout \([0,3]\). (3) The instantaneous rate is positive throughout \([2,4]\).
Figure for problem 532538

Hints

- The rate depends on changes in elevation, not on whether the elevation itself is positive or negative. - Compare endpoint heights for each average slope. - For a statement about an instant, check whether the curve rises or falls near that time.

Solution

1. Read \(h(0)=3\), \(h(1)=2\), \(h(5)=4\), \(h(6)=3\), and \(h(8)=-5\) meters from the graph, relative to the reference mark. 2. On \([1,5]\), the rate is \(\frac{4-2}{4}=0.5\,\text{m/h}\); on \([0,6]\), it is \(\frac{3-3}{6}=0\,\text{m/h}\); on \([5,8]\), it is \(\frac{-5-4}{3}=-3\,\text{m/h}\). 3. Statement (1) is true: the graph rises locally at \(t=3\). 4. Statement (2) is false: the curve stops falling and begins rising before \(t=3\). 5. Statement (3) is true: the plotted curve rises throughout \([2,4]\).

Answer

a) (1) \(0.5\,\text{m/h}\) (2) \(0\,\text{m/h}\) (3) \(-3\,\text{m/h}\) b) (1) True; the graph rises locally at \(t=3\). (2) False; the surface stops falling before \(t=3\). (3) True; the curve rises throughout the interval.
Average and instantaneous rate of change 126
The distance-time graph shows a cyclist’s first \(10\) minutes of a training ride. Time \(t\) is measured in minutes, and distance \(s\) is measured in miles. a) Find the cyclist’s average speed for the entire ride, from \(t = 0\) to \(t = 10\), in miles per hour. b) Find the average speed from \(t = 2\) to \(t = 8\). Use the graph values \(s(2) \approx 0.38\,\text{mi}\) and \(s(8) \approx 2.12\,\text{mi}\). c) The cyclist’s instantaneous speed is greatest at the inflection point \(t = 5\). Use the tangent slope there to determine whether the cyclist ever travels faster than \(20\,\text{mph}\).
Figure for problem 532539

Hints

- Average speed is distance divided by time. - Convert minutes to hours before reporting miles per hour. - Instantaneous speed is the slope of the distance-time graph. - Use two convenient points on the tangent line at the steepest point.

Solution

1. Over the full ride, the cyclist travels \(2.5\,\text{mi}\) in \(10\) minutes, or \(\frac{1}{6}\) hour. The average speed is \(\frac{2.5}{1/6} = 15\,\text{mph}\). 2. From \(t = 2\) to \(t = 8\), the cyclist travels approximately \(2.12 - 0.38 \approx 1.74\,\text{mi}\) in \(6\) minutes, or \(0.1\) hour. The average speed is approximately \(\frac{1.74}{0.1} \approx 17.4\,\text{mph}\). 3. The tangent at \(t = 5\) passes through approximately \((1, 0)\) and \((9, 2.5)\). Its slope is \(\frac{2.5 - 0}{9 - 1} \approx 0.3125\,\frac{\text{mi}}{\text{min}}\). Converting gives \(0.3125 \cdot 60 \approx 18.75\,\text{mph}\). Since this is the maximum instantaneous speed, the cyclist never exceeds \(20\,\text{mph}\).

Answer

a) \(15\,\text{mph}\) b) Approximately \(17.4\,\text{mph}\) c) No. The maximum instantaneous speed is approximately \(18.75\,\text{mph}\).
Average and instantaneous rate of change 127
Calculate the average rate of change between the two marked points in Graphs 1 and 2, and from \(x=0\) to \(x=2\) in Graph 3. Show the endpoints you read and each difference quotient. Then match each graph to a rate card. **Cards:** Card A: \(1\) Card B: \(0.2\) Card C: \(-0.5\)
Figure for problem 533659

Hints

- Start by finding the two input values for each requested interval. - Read the corresponding output heights from the graph and its scale. - Divide the output difference by the input difference before selecting a card.

Solution

1. Graph 1 has values \(f(-2)=-0.2\) and \(f(3)=0.8\), giving average rate \(\frac{0.8-(-0.2)}{3-(-2)}=0.2\). It matches B. 2. Graph 2 has \((1,2)\) and \((4,0.5)\), giving \(\frac{0.5-2}{4-1}=-0.5\). It matches C. 3. Graph 3 passes through \((0,0)\) and \((2,2)\), giving \(\frac{2-0}{2-0}=1\). It matches A.

Answer

Graph 1: Card B; \(\frac{0.8-(-0.2)}{3-(-2)}=0.2\). Graph 2: Card C; \(\frac{0.5-2}{4-1}=-0.5\). Graph 3: Card A; \(\frac{2-0}{2-0}=1\).
Average and instantaneous rate of change 128
Find each graph's average rate of change over these intervals: Graph 1 on \([0,2]\); Graph 2 on \([0,2]\); Graph 3 on \([1,3]\); Graph 4 on \([-1,3]\). Show the endpoint heights and difference quotient for each, then match it to a rate card. Card A: \(0\) Card B: \(0.5\) Card C: \(1.5\) Card D: \(-1\)
Figure for problem 533660

Hints

- Locate each specified pair of input values on the corresponding graph. - Read their heights, then calculate rise divided by run. - Use the completed calculations to check your card matches.

Solution

1. Graph 1 has endpoints \((0,-1)\) and \((2,2)\); its rate is \(\frac{2-(-1)}{2-0}=1.5\), matching Card C. 2. Graph 2 has endpoints \((0,3)\) and \((2,1)\); its rate is \(\frac{1-3}{2-0}=-1\), matching Card D. 3. Graph 3 has endpoints \((1,0)\) and \((3,0)\); its rate is \(\frac{0-0}{3-1}=0\), matching Card A. 4. Graph 4 has endpoints \((-1,0)\) and \((3,2)\); its rate is \(\frac{2-0}{3-(-1)}=0.5\), matching Card B.

Answer

Graph 1: Card C; \(\frac{2-(-1)}{2-0}=1.5\). Graph 2: Card D; \(\frac{1-3}{2-0}=-1\). Graph 3: Card A; \(\frac{0-0}{3-1}=0\). Graph 4: Card B; \(\frac{2-0}{3-(-1)}=0.5\).
Average and instantaneous rate of change 129
The graph of \(f\) includes tangent lines at \(P(2, 2)\) and \(Q(-2, -2)\). a) Use the tangent lines to find \(f'(2)\) and \(f'(-2)\). b) Estimate the slope of the graph at \(C(1, 4)\) and \(D(4, 1)\).
Figure for problem 533674

Hints

- A line that falls from left to right has negative slope. - Use two readable points on each drawn tangent line. - Imagine tangent lines at \(C\) and \(D\) to compare their steepness. - Check that the estimated slope at \(C\) is more negative than at \(D\).

Solution

1. The tangent at \(P\) passes through \((0, 4)\) and \((4, 0)\). Its slope is \(\frac{0-4}{4-0} = -1\), so \(f'(2) = -1\). 2. The tangent at \(Q\) passes through \((-4, 0)\) and \((0, -4)\). Its slope is \(\frac{-4-0}{0-(-4)} = -1\), so \(f'(-2) = -1\). 3. Near \(C(1, 4)\), the graph falls about \(4\) units for each unit of run, so the slope is \(\approx -4\). 4. Near \(D(4, 1)\), the graph falls about \(1\) unit for every \(4\) units of run, so the slope is \(\approx -0.25\).

Answer

a) \(f'(2) = -1\) and \(f'(-2) = -1\) b) At \(C\): \(\approx -4\); at \(D\): \(\approx -0.25\)
Average and instantaneous rate of change 130
The graph shows a function \(f\) and two transformed functions \(g\) and \(h\). Function \(g\) is a vertical translation of \(f\), and \(h\) is a horizontal translation of \(f\). 1. Use the dashed tangent to find the slope of \(f\) at \(x=3\). 2. Explain why \(g\) has the same slope as \(f\) at \(x=3\). 3. At what x-value does \(h\) have the same slope that \(f\) has at \(x=3\)? Explain.
Figure for problem 533919

Hints

- Use a slope triangle on the dashed tangent. - Think about whether a vertical translation changes a graph’s steepness. - A horizontal translation moves the entire pattern of slopes by the same amount.

Solution

1. Along the tangent, a run of \(1\) corresponds to a rise of \(1\), so the slope of \(f\) at \(x=3\) is \(1\). 2. A vertical translation changes every y-value by the same constant but does not change tangent slopes. Therefore, \(g\) also has slope \(1\) at \(x=3\). 3. Function \(h\) is \(f\) shifted \(2\) units to the right. Its entire slope pattern shifts right by \(2\), so the corresponding slope occurs at \(x=5\).

Answer

1. The slope is \(1\). 2. A vertical translation does not change slopes at corresponding x-values. 3. \(x=5\)
Average and instantaneous rate of change 131
The graphs of \(f\) and \(g\) are shown. Find the average rate of change of each function on each interval. a) \([-2, 0]\) b) \([0, 4]\)
Figure for problem 534134

Hints

- The average rate of change is the slope of the line through the two endpoint points. - Make a table of the values of both functions at \(x = -2\), \(x = 0\), and \(x = 4\). - Be careful when subtracting negative values.

Solution

1. For \(f\), read \(f(-2) = 0\), \(f(0) = -1\), and \(f(4) = 3\). 2. On \([-2, 0]\), the average rate for \(f\) is \(\frac{-1-0}{0-(-2)} = -0.5\). On \([0, 4]\), it is \(\frac{3-(-1)}{4-0} = 1\). 3. For \(g\), read \(g(-2) = -2\), \(g(0) = 2\), and \(g(4) = -2\). 4. On \([-2, 0]\), the average rate for \(g\) is \(\frac{2-(-2)}{0-(-2)} = 2\). On \([0, 4]\), it is \(\frac{-2-2}{4-0} = -1\).

Answer

a) \(f: -0.5\); \(g: 2\) b) \(f: 1\); \(g: -1\)
Average and instantaneous rate of change 132
The graph models the motion of a remote-controlled car. It shows distance traveled \(s\), in meters, as a function of time \(t\), in seconds. a) Find the average speed on \([0, 10]\). b) Find the average speed on \([10, 20]\). c) Explain the difference between the two values using the shape of the graph.
Figure for problem 534142

Hints

- In a distance-time graph, what does slope represent? - Calculate the slope through the two endpoint points for each interval. - Compare the steepness of the graph over the two intervals. - Pay attention to the axis scales.

Solution

1. On \([0, 10]\), the graph gives \(s(0) = 0\,\text{m}\) and \(s(10) = 5\,\text{m}\). The average speed is \(\frac{5-0}{10-0} = 0.5\,\frac{\text{m}}{\text{s}}\). 2. On \([10, 20]\), the graph gives \(s(10) = 5\,\text{m}\) and \(s(20) = 20\,\text{m}\). The average speed is \(\frac{20-5}{20-10} = 1.5\,\frac{\text{m}}{\text{s}}\). 3. The second average speed is three times the first. The graph is steeper on \([10, 20]\), and its upward curvature indicates that the car is speeding up.

Answer

a) \(0.5\,\frac{\text{m}}{\text{s}}\) b) \(1.5\,\frac{\text{m}}{\text{s}}\) c) The second value is larger because the distance-time graph is steeper on \([10, 20]\). The upward curvature shows that the car is speeding up.
Average and instantaneous rate of change 133
A water tank is filled over \(10\) minutes. The graph shows the volume of water in liters. a) Find the average inflow rate over the full \(10\)-minute period, in liters per minute. b) During which shown interval—\([0, 2]\), \([2, 5]\), \([5, 8]\), or \([8, 10]\)—was the average inflow rate greatest? Calculate that rate. c) What would have to happen for the graph to have a negative slope over an interval?
Figure for problem 534143

Hints

- Average rate of change is the slope of a secant line. - The units are volume per unit of time. - Compare the slopes of the graph over the four intervals. - What does decreasing water volume mean physically?

Solution

1. Over the full interval, the volume changes by \(400-50 = 350\,\text{L}\) in \(10\) minutes. The average inflow rate is \(\frac{350}{10} = 35\,\frac{\text{L}}{\text{min}}\). 2. On \([0, 2]\), the average rate is \(\frac{120-50}{2-0} = 35\,\frac{\text{L}}{\text{min}}\). 3. On \([2, 5]\), the average rate is \(\frac{200-120}{5-2} = \frac{80}{3}\,\frac{\text{L}}{\text{min}} \approx 26.67\,\frac{\text{L}}{\text{min}}\). 4. On \([5, 8]\), the average rate is \(\frac{350-200}{8-5} = 50\,\frac{\text{L}}{\text{min}}\). 5. On \([8, 10]\), the average rate is \(\frac{400-350}{10-8} = 25\,\frac{\text{L}}{\text{min}}\). Therefore, the greatest rate occurs on \([5, 8]\). 6. A negative slope would mean the water volume is decreasing, so the outflow and other losses would have to exceed the inflow.

Answer

a) \(35\,\frac{\text{L}}{\text{min}}\) b) \([5, 8]\), with an average rate of \(50\,\frac{\text{L}}{\text{min}}\) c) The volume would need to decrease; for example, outflow and other losses could exceed inflow.
Average and instantaneous rate of change 134
Find the average rate of change for Graph 1 on \([0,5]\), Graph 2 on \([-2,2]\), and Graph 3 on \([1,4]\). Show your calculations and rank the three rates from greatest to least. Explain how Graph 2 can have an average rate of zero without being flat.
Figure for problem 534144

Hints

- Compare endpoint heights, not the tallest point reached between them. - Calculate the three signed slopes before deciding their order. - Can a curve return to its starting height after rising or falling?

Solution

1. On Graph 1, the endpoints \((0,0)\) and \((5,5)\) give \(\frac{5-0}{5-0}=1\). 2. On Graph 2, the endpoints \((-2,2)\) and \((2,2)\) give \(\frac{2-2}{2-(-2)}=0\). 3. On Graph 3, the endpoints \((1,4)\) and \((4,1)\) give \(\frac{1-4}{4-1}=-1\). 4. The ranking is Graph 1, Graph 2, Graph 3. Graph 2's endpoints have the same height even though its curve rises and falls between them.

Answer

Graph 1: \(\frac{5-0}{5-0}=1\). Graph 2: \(\frac{2-2}{2-(-2)}=0\). Graph 3: \(\frac{1-4}{4-1}=-1\). Greatest to least: Graph 1, Graph 2, Graph 3. Graph 2's endpoints have equal heights although the curve rises and falls between them.
Average and instantaneous rate of change 135
Calculate the average rate of change on Graph 1 over \([2,4]\) and Graph 2 over \([0,3]\). Show your endpoint readings and difference quotients. Which graph has the greater average rate, and by how much?
Figure for problem 534145

Hints

- A rate may be negative even when all graphed outputs are positive. - Work out each rate before comparing them. - Account for the minus sign when subtracting one rate from the other.

Solution

1. Graph 1 has endpoints \((2,1.5)\) and \((4,6)\). Its average rate is \(\frac{6-1.5}{4-2}=2.25\). 2. Graph 2 has endpoints \((0,2)\) and \((3,1)\). Its average rate is \(\frac{1-2}{3-0}=-\frac{1}{3}\). 3. Graph 1 has the greater rate by \(2.25-(-\frac{1}{3})=\frac{31}{12}\).

Answer

Graph 1: \(\frac{6-1.5}{4-2}=2.25\) from \((2,1.5)\) to \((4,6)\). Graph 2: \(\frac{1-2}{3-0}=-\frac{1}{3}\) from \((0,2)\) to \((3,1)\). Graph 1 has the greater rate by \(\frac{31}{12}\).
Average and instantaneous rate of change 136
The graph shows the water depth \(h\) in a rain barrel during a \(12\)-hour period that includes a heavy rainstorm. a) Describe how the water depth changes over time. b) Find the average rate of change on \([0, 4]\), \([4, 8]\), and \([8, 12]\). Include appropriate units. c) Interpret each value and its sign in context. What might have happened during each time period?
Figure for problem 534152

Hints

- Identify what the horizontal and vertical axes represent. - Average rate of change is the slope of a secant line through two graph points. - Subtract the endpoint water depths in the numerator and the endpoint times in the denominator. - What do positive, zero, and negative rates mean for the amount of water?

Solution

1. During the first \(4\) hours, the water depth rises from \(4\) inches to \(16\) inches. It remains constant from hour \(4\) through hour \(8\), then falls to \(8\) inches by hour \(12\). 2. On \([0, 4]\), the average rate is \(\frac{16-4}{4-0} = 3\,\frac{\text{in.}}{\text{h}}\). 3. On \([4, 8]\), the average rate is \(\frac{16-16}{8-4} = 0\,\frac{\text{in.}}{\text{h}}\). 4. On \([8, 12]\), the average rate is \(\frac{8-16}{12-8} = -2\,\frac{\text{in.}}{\text{h}}\). 5. The positive rate suggests net inflow, such as rain. The zero rate means no net change; inflow and outflow may have balanced. The negative rate indicates net outflow, possibly from use, drainage, or a leak.

Answer

a) The water depth rises, stays constant, and then falls. b) \([0, 4]\): \(3\,\frac{\text{in.}}{\text{h}}\); \([4, 8]\): \(0\,\frac{\text{in.}}{\text{h}}\); \([8, 12]\): \(-2\,\frac{\text{in.}}{\text{h}}\) c) The positive rate suggests rain or other net inflow; the zero rate suggests balanced inflow and outflow; the negative rate suggests use, drainage, or a leak.
Average and instantaneous rate of change 137
A runner records a training route with a fitness app. The distance-time graph shows distance \(s\), in miles, as a function of time \(t\), in minutes. a) Find the runner’s average speed on \([0, 20]\), \([20, 30]\), and \([30, 40]\), in miles per hour. b) During which interval was the runner fastest on average? Explain how you can tell directly from the graph without calculating. c) A friend says, “You ran exactly \(4\) miles in \(40\) minutes, so you will run \(8\) miles in exactly \(80\) minutes.” Evaluate this claim using the graph.
Figure for problem 534153

Hints

- Average speed is the average rate of change of distance with respect to time. - Convert miles per minute to miles per hour by multiplying by \(60\). - A steeper distance-time graph indicates a greater speed. - For part c, decide whether the graph supports a constant pace.

Solution

1. On \([0, 20]\), the average speed is \(\frac{2.25-0}{20-0} = 0.1125\,\frac{\text{mi}}{\text{min}}\). Converting to miles per hour gives \(0.1125 \cdot 60 = 6.75\,\text{mph}\). 2. On \([20, 30]\), the average speed is \(\frac{3-2.25}{30-20} = 0.075\,\frac{\text{mi}}{\text{min}}\), or \(4.5\,\text{mph}\). 3. On \([30, 40]\), the average speed is \(\frac{4-3}{40-30} = 0.1\,\frac{\text{mi}}{\text{min}}\), or \(6\,\text{mph}\). 4. The runner was fastest on average during \([0, 20]\). The secant line through that interval’s endpoints is the steepest of the three. 5. The friend’s statement is only a projection based on the overall average speed. The graph shows that the runner’s speed varies, so maintaining the same average pace for another \(4\) miles is not guaranteed.

Answer

a) \([0, 20]\): \(6.75\,\text{mph}\); \([20, 30]\): \(4.5\,\text{mph}\); \([30, 40]\): \(6\,\text{mph}\) b) \([0, 20]\), because its endpoint secant line is the steepest. c) The claim is not guaranteed. It assumes the overall average pace will remain the same even though the graph shows changing speeds.
Average and instantaneous rate of change 138
The graph shows a periodic function \(h\) with marked points \(P\), \(Q\), \(R\), and \(S\). a) At which point is the instantaneous rate of change smallest, meaning the graph is decreasing most steeply? b) Order \(P\), \(Q\), \(R\), and \(S\) from greatest slope to smallest slope. c) What is the slope at \(R\)?
Figure for problem 534155

Hints

- At a local maximum or minimum, the tangent is horizontal. - Compare where the curve rises and falls most steeply. - A steep downward slope is a large negative number and is therefore small.

Solution

1. At \(Q\), the graph is increasing most steeply, so it has the greatest positive slope. 2. At \(R\), the graph has a local maximum, so its tangent is horizontal and its slope is \(0\). 3. At \(P\), the graph is decreasing only slightly, so its slope is a small negative value. 4. At \(S\), the graph is decreasing most steeply, so it has the most negative and therefore smallest slope. 5. From greatest to smallest slope, the order is \(Q, R, P, S\).

Answer

a) \(S\) b) \(Q, R, P, S\) c) The slope at \(R\) is \(0\).
Average and instantaneous rate of change 139
The temperature of a cup of coffee is modeled by a function \(T\), where \(t\) is the number of minutes after the coffee is poured and \(T(t)\) is measured in degrees Fahrenheit. a) Use the drawn tangent line to estimate the instantaneous cooling rate after \(10\) minutes, and explain your method. b) Explain how the graph shows that the coffee cools more slowly as time passes.
Figure for problem 534163

Hints

- Instantaneous rate of change is estimated with a tangent-line slope. - Use two convenient grid points close to the drawn tangent line. - Interpret the negative sign in the temperature context. - Compare how steep the graph is early and late in the process.

Solution

1. The drawn tangent line represents the instantaneous rate of change at \(t = 10\). 2. It passes near the readable grid points \((0, 160)\) and \((20, 80)\). 3. Its slope is approximately \(\frac{80-160}{20-0} = -4.0\,\frac{{}^\circ\text{F}}{\text{min}}\). Thus, the instantaneous temperature rate is \(\approx -4.0\,\frac{{}^\circ\text{F}}{\text{min}}\). 4. The negative value means the coffee is cooling at about \(4.0\) degrees Fahrenheit per minute after \(10\) minutes. 5. The graph becomes flatter as time increases, so the magnitude of its negative tangent slopes decreases. Therefore, the cooling rate slows over time.

Answer

a) The instantaneous temperature rate is \(\approx -4.0\,\frac{{}^\circ\text{F}}{\text{min}}\), so the coffee is cooling at about \(4.0\) degrees Fahrenheit per minute. b) The graph becomes flatter over time, so the magnitude of the negative slope decreases.
Average and instantaneous rate of change 140
A water tank is being filled. The function \(V(t)\) gives the water volume in gallons after \(t\) minutes. a) Use the drawn tangent line to estimate the instantaneous inflow rate at \(t = 4\) minutes. b) Use the shape of the graph to decide whether the inflow rate increases or decreases over time.
Figure for problem 534164

Hints

- Use the drawn tangent line to estimate the rate at one time. - Calculate the tangent slope from two readable points. - Observe whether the curve becomes steeper or flatter from left to right.

Solution

1. The instantaneous inflow rate at \(t = 4\) is the slope of the drawn tangent line at \((4, 4)\). 2. The tangent line passes through \((0, 2)\) and \((12, 8)\). 3. Its slope is \(\frac{8-2}{12-0} = \frac{6}{12} = 0.5\,\frac{\text{gal}}{\text{min}}\). 4. The graph becomes flatter as time increases, so its tangent slopes decrease. Therefore, the inflow rate decreases over time.

Answer

a) \(\approx 0.5\,\frac{\text{gal}}{\text{min}}\) b) The inflow rate decreases because the graph becomes flatter over time.
Average and instantaneous rate of change 141
The graph shows the temperature \(T\), in degrees Fahrenheit, during a sunny morning. The variable \(t\) is the number of hours since measurements began at 6:00 a.m. 1. Use the graph to find \(T(0)\) and \(T(6)\). 2. Calculate \(\frac{T(6)-T(0)}{6-0}\). 3. Explain the meaning of this value in context and include the correct units. 4. Use the tangent line shown at \(t = 2\) to estimate the instantaneous rate of change of the temperature.
Figure for problem 534165

Hints

- Locate the graph points at the requested times. - The difference quotient is the slope of a secant line. - When time is on the horizontal axis, slope describes change per unit of time. - For the instantaneous rate, use two readable points on the shown tangent line to estimate its slope.

Solution

1. From the graph, \(T(0) = 40\,{}^\circ\text{F}\) and \(T(6) = 64\,{}^\circ\text{F}\). 2. The difference quotient is \(\frac{64-40}{6-0} = \frac{24}{6} = 4\). 3. From 6:00 a.m. to noon, the temperature increased by an average of \(4\,{}^\circ\text{F}\) per hour. 4. The shown tangent line passes through readable points such as \((0, 42)\) and \((2, 52)\), so its slope is \(\frac{52-42}{2-0} = 5\,\frac{{}^\circ\text{F}}{\text{h}}\). Thus the instantaneous rate of change at \(t = 2\) is approximately \(5\,\frac{{}^\circ\text{F}}{\text{h}}\).

Answer

1. \(T(0) = 40\,{}^\circ\text{F}\); \(T(6) = 64\,{}^\circ\text{F}\) 2. \(4\) 3. The average warming rate was \(4\,\frac{{}^\circ\text{F}}{\text{h}}\) from 6:00 a.m. to noon. 4. Approximately \(5\,\frac{{}^\circ\text{F}}{\text{h}}\)
Average and instantaneous rate of change 142
The graph of \(g\) is shown. 1. Find the average rate of change of \(g\) on \([0, 5]\). 2. Find the instantaneous rate of change at \(x = 3\). 3. State the geometric meaning of the values from parts 1 and 2. 4. At what x-value in \([0, 5]\) is the instantaneous rate of change greatest? Briefly justify your answer.
Figure for problem 534166

Hints

- Average rate of change uses only the endpoints of the interval. - Look for a special feature of the graph at \(x = 3\). - Recall the geometric meanings of secant and tangent slopes. - Find where the graph rises most steeply.

Solution

1. Read the endpoint values: \(g(0) = 3\) and \(g(5) = 5\). 2. The average rate of change is \(\frac{g(5)-g(0)}{5-0} = \frac{5-3}{5} = 0.4\). 3. At \(x = 3\), the graph has a local minimum, so the tangent is horizontal and \(g'(3) = 0\). 4. The value \(0.4\) is the slope of the secant line through \((0, 3)\) and \((5, 5)\). The value \(0\) is the slope of the tangent line at \(x = 3\). 5. The graph is increasing most steeply at the right endpoint, \(x = 5\), so the instantaneous rate of change is greatest there.

Answer

1. \(0.4\) 2. \(0\) 3. Part 1 is a secant-line slope; part 2 is a tangent-line slope. 4. \(x = 5\)
Average and instantaneous rate of change 143
The graph shows the height \(h\), in meters, of a weather balloon as a function of time \(t\), in minutes. Estimate the instantaneous rate of change at each marked time by comparing the curve's local steepness. Match each time with one possible rate. Times: \(t_1=0\) \(t_2=2\) \(t_3=4\) \(t_4=5\) Possible rates: A. \(-1.8\,\frac{\text{m}}{\text{min}}\) B. \(-1.0\,\frac{\text{m}}{\text{min}}\) C. \(-0.2\,\frac{\text{m}}{\text{min}}\) D. \(0.5\,\frac{\text{m}}{\text{min}}\) E. \(1.5\,\frac{\text{m}}{\text{min}}\)
Figure for problem 534167

Hints

- A tangent-line slope gives the instantaneous rate of change. - First decide whether each slope is positive, negative, or nearly zero. - Then compare the steepness of the graph at the four marked points. - One listed value will not be used.

Solution

1. At \(t_1 = 0\), the graph is decreasing with a tangent slope of about \(-1.0\,\frac{\text{m}}{\text{min}}\). 2. At \(t_2 = 2\), the graph is decreasing more steeply, with a tangent slope of about \(-1.8\,\frac{\text{m}}{\text{min}}\). 3. At \(t_3 = 4\), the graph is nearly horizontal but still decreasing, with a tangent slope of about \(-0.2\,\frac{\text{m}}{\text{min}}\). 4. At \(t_4 = 5\), the graph is increasing, with a tangent slope of about \(1.5\,\frac{\text{m}}{\text{min}}\). 5. The value \(0.5\,\frac{\text{m}}{\text{min}}\) is not used.

Answer

\(t_1=0 \rightarrow -1.0\,\frac{\text{m}}{\text{min}}\); \(t_2=2 \rightarrow -1.8\,\frac{\text{m}}{\text{min}}\); \(t_3=4 \rightarrow -0.2\,\frac{\text{m}}{\text{min}}\); \(t_4=5 \rightarrow 1.5\,\frac{\text{m}}{\text{min}}\); \(0.5\,\frac{\text{m}}{\text{min}}\) is not used.
Average and instantaneous rate of change 144
For \(f(x)=0.1x^3+1\), the secant lines from \(P=(1,1.1)\) to \(Q=(a,f(a))\) are shown at two scales. a) Find the secant slopes for the entries in the table. <table><tr><th>\(a\)</th><td>\(2\)</td><td>\(1.5\)</td><td>\(1.1\)</td></tr><tr><th>\(f(a)\)</th><td>\(1.8\)</td><td>\(1.3375\)</td><td>\(1.1331\)</td></tr><tr><th>Slope</th><td>\(\square\)</td><td>\(\square\)</td><td>\(\square\)</td></tr></table> b) Predict the tangent slope at \(P\). Explain using the slopes and the close-up graph.
Figure for problem 534172

Hints

- Use \(P\) as one endpoint each time. - Divide the change in output by the change in input. - Look for a trend as the other endpoint moves closer to \(P\).

Solution

1. The secant slope is \(\frac{f(a)-1.1}{a-1}\). 2. At \(a=2\), it is \(\frac{1.8-1.1}{2-1}=0.7\). 3. At \(a=1.5\), it is \(\frac{1.3375-1.1}{0.5}=0.475\). 4. At \(a=1.1\), it is \(\frac{1.1331-1.1}{0.1}=0.331\). 5. The slopes move toward about \(0.3\), consistent with the limiting direction shown by the enlarged secant.

Answer

a) \(0.7\), \(0.475\), \(0.331\) b) Approximately \(0.3\). The secant slopes move toward this value as the second point approaches \(P\).
Average and instantaneous rate of change 145
The graph shows the elevation \(h\), in feet, along a bike route. Horizontal distance \(s\) is in miles. A tangent is drawn at \(P\). a) What does the local rate at \(P\) tell you? b) Use the tangent to find the grade at \(P\), in feet per mile and as a percent. Use \(1\,\text{mi}=5280\,\text{ft}\). c) Estimate the right-hand rate at the start and the rate at the highest point. Explain.
Figure for problem 534177

Hints

- A slope measured in feet per mile cannot be a percentage until both distances use the same unit. - Find the change in height and divide by the horizontal distance along the tangent. - A percent grade compares the vertical and horizontal changes in the same unit. - Think about the tangent direction at the start and the highest point.

Solution

1. The local rate describes how fast elevation changes per mile of horizontal travel. 2. The tangent passes through \((0,40)\) and \((2,520)\), so its slope is \(\frac{520-40}{2}=240\,\frac{\text{ft}}{\text{mi}}\). 3. The grade is \(\frac{240}{5280}\cdot100\%\approx4.5\%\). 4. The graph is horizontal at the start and at its highest point, \(s=4\). Both rates are \(0\,\frac{\text{ft}}{\text{mi}}\).

Answer

a) The elevation gain per mile at \(P\). b) \(240\,\frac{\text{ft}}{\text{mi}}\), or approximately \(4.5\%\). c) \(0\,\frac{\text{ft}}{\text{mi}}\) at \(s=0\) (from the right) and \(s=4\), where the curve is locally horizontal.
Average and instantaneous rate of change 146
A water tank is filled during the first \(30\) minutes. The graph shows its water volume \(V\), in gallons, at time \(t\), in minutes. a) Find the average inflow rate during the first \(20\) minutes. b) Use the tangent to estimate the inflow rate at \(t=10\). c) Is water entering faster at \(t=5\) or at \(t=25\)? Explain from the graph.
Figure for problem 534178

Hints

- Average rate compares the change in volume with the elapsed time. - Find two readable points on the tangent line. - Compare the directions and steepness of the curve at the two times.

Solution

1. The average rate on \([0,20]\) is \(\frac{40-0}{20}=2\,\frac{\text{gal}}{\text{min}}\). 2. The tangent at \(t=10\) passes through \((0,5)\) and \((20,45)\), giving \(\frac{45-5}{20}=2\,\frac{\text{gal}}{\text{min}}\). 3. The graph rises more steeply at \(t=5\) than at \(t=25\). Water enters faster at \(t=5\).

Answer

a) \(2\,\frac{\text{gal}}{\text{min}}\) b) Approximately \(2\,\frac{\text{gal}}{\text{min}}\) c) At \(t=5\), because the graph is steeper there.
Average and instantaneous rate of change 147
The graph shows the temperature \(T(t)\), in degrees Celsius, of a chemical during a \(10\)-minute experiment. a) Find the maximum temperature and when it occurs. b) Use the drawn tangent lines to estimate the instantaneous temperature rates at \(t = 4\) and \(t = 6\). c) When is the substance cooling most rapidly? d) What does the instantaneous rate at \(t = 2\) mean for the temperature?
Figure for problem 534179

Hints

- Use each drawn tangent-line slope to estimate instantaneous temperature change. - The maximum is the highest point on the graph. - The fastest cooling occurs where the graph falls most steeply. - At the top of the graph, the tangent is horizontal.

Solution

1. The graph reaches its highest point at \(t = 2\), where \(T = 45\,{}^\circ\text{C}\). 2. At \(t = 4\), the tangent line passes through \((4, 40)\) and \((9, 25)\), so its slope is \(\frac{25-40}{9-4} = -3\,\frac{{}^\circ\text{C}}{\text{min}}\). 3. At \(t = 6\), the tangent line passes through \((6, 35)\) and \((11, 25)\), so its slope is \(\frac{25-35}{11-6} = -2\,\frac{{}^\circ\text{C}}{\text{min}}\). 4. The substance cools most rapidly where the graph has its steepest downward tangent, at about \(t \approx 3.5\) minutes. 5. At \(t = 2\), the tangent is horizontal, so the instantaneous rate is \(0\). The temperature is at a local maximum and is momentarily neither increasing nor decreasing.

Answer

a) \(45\,{}^\circ\text{C}\) at \(t = 2\,\text{min}\) b) At \(t = 4\): \(\approx -3\,\frac{{}^\circ\text{C}}{\text{min}}\); at \(t = 6\): \(\approx -2\,\frac{{}^\circ\text{C}}{\text{min}}\) c) At \(t \approx 3.5\,\text{min}\) d) The rate is \(0\), marking the maximum temperature.
Average and instantaneous rate of change 148
The graph shows the water depth \(h\) in a stormwater retention basin during a heavy rainstorm. The dashed lines are tangents at \(t=3\), \(t=5\), and \(t=7\) hours. a) Use the tangent at \(t=5\) to find the instantaneous rate of change of the depth at that time. b) Compare the three shown tangents. At which of the three times is the instantaneous rate greatest? Explain using the tangent slopes. c) What does an instantaneous rate of \(0\,\frac{\text{m}}{\text{h}}\) mean in context?
Figure for problem 534185

Hints

- Instantaneous rate is represented by the slope of the tangent line at that time. - For part a), choose two clear grid points on the \(t=5\) tangent. - For part b), compare the steepness of all three dashed tangents rather than focusing on only one line.

Solution

1. The tangent at \(t=5\) passes through \((3,2)\) and \((7,8)\). Its slope is \(\frac{8-2}{7-3}=1.5\,\frac{\text{m}}{\text{h}}\). 2. Comparing the three shown tangents, the tangent at \(t=5\) is steeper than the tangents at \(t=3\) and \(t=7\). Therefore, among the three shown times, the instantaneous rate is greatest at \(t=5\). 3. A rate of \(0\,\frac{\text{m}}{\text{h}}\) means the water depth is momentarily constant.

Answer

a) \(1.5\,\frac{\text{m}}{\text{h}}\) b) \(t=5\) hours; its tangent has the greatest slope of the three shown. c) The water depth is momentarily neither rising nor falling.
Average and instantaneous rate of change 149
The graph shows elevation along a hiking trail. Distance is measured in miles and elevation in feet. a) Find the average grade, as a percent, from mile \(0\) to mile \(2\), from mile \(2\) to mile \(3.5\), and from mile \(3.5\) to mile \(5.5\). Use \(1\,\text{mi}=5280\,\text{ft}\). Round to two decimal places. b) Choose a shorter interval within the last section that has a steeper uphill average grade. Calculate its grade and compare it with the whole last section.
Figure for problem 534240

Hints

- Compare endpoint elevations for each interval. - Convert the horizontal distance to feet before calculating a percent. - When comparing a short section with a long one, give each its own horizontal distance in the rate calculation.

Solution

1. Average grade is \(100\%\) times elevation change divided by horizontal distance in feet. 2. From mile \(0\) to mile \(2\), it is \(\frac{900-500}{2\cdot5280}\cdot100\%\approx3.79\%\). 3. From mile \(2\) to mile \(3.5\), it is \(\frac{700-900}{1.5\cdot5280}\cdot100\%\approx-2.53\%\). 4. From mile \(3.5\) to mile \(5.5\), it is \(\frac{1550-700}{2\cdot5280}\cdot100\%\approx8.05\%\). 5. From mile \(4.5\) to mile \(5\), the elevation rises by \(300\,\text{ft}\) in \(0.5\,\text{mi}\), so the short stretch has average grade \(\frac{300}{0.5\cdot5280}\cdot100\%\approx11.36\%\), greater than the last section's overall rate.

Answer

a) Approximately \(3.79\%\), \(-2.53\%\), and \(8.05\%\), in the requested order. b) For example, mile \(4.5\) to mile \(5\) has grade about \(11.36\%\), steeper than the whole last section.
Average and instantaneous rate of change 150
The graph shows the temperature on a fall day, with \(t=0\) at midnight and \(t=24\) at the next midnight. a) Find the average temperature change per hour from 4:00 a.m. to noon and from noon to 8:00 p.m. b) Between which consecutive two-hour marks on the graph does the temperature change fastest? Compare the change with the other intervals.
Figure for problem 534241

Hints

- Read the graph's temperature values at the interval endpoints. - Divide the change in temperature by the time elapsed. - For the fastest change, compare changes over intervals of the same length.

Solution

1. From 4:00 a.m. to noon, temperature rises from \(46\,{}^\circ\text{F}\) to \(74\,{}^\circ\text{F}\), giving \(\frac{74-46}{12-4}=3.5\,\frac{{}^\circ\text{F}}{\text{h}}\). 2. From noon to 8:00 p.m., it falls from \(74\,{}^\circ\text{F}\) to \(58\,{}^\circ\text{F}\), giving \(\frac{58-74}{20-12}=-2\,\frac{{}^\circ\text{F}}{\text{h}}\). 3. From 8:00 a.m. to 10:00 a.m., temperature rises by \(10\,{}^\circ\text{F}\) in two hours, or \(5\,\frac{{}^\circ\text{F}}{\text{h}}\). Every other marked two-hour interval changes by at most \(8\,{}^\circ\text{F}\) in magnitude.

Answer

a) \(3.5\,\frac{{}^\circ\text{F}}{\text{h}}\) and \(-2\,\frac{{}^\circ\text{F}}{\text{h}}\) b) 8:00–10:00 a.m.; the temperature rises by \(10\,{}^\circ\text{F}\), more than during any other marked two-hour interval.
Average and instantaneous rate of change 151
The graph shows the distance \(s\), in feet, traveled by a vehicle during the first \(10\) seconds. 1. Use the drawn tangent line to estimate the instantaneous speed at \(t = 5\) seconds. 2. Convert the result to miles per hour. 3. Describe how the speed changes during the first \(10\) seconds. Justify your answer from the graph's curvature.
Figure for problem 534251

Hints

- Instantaneous speed is the tangent slope on a distance-time graph. - Use two readable points on the drawn tangent line. - Convert feet per second using \(1\,\text{mi}=5280\,\text{ft}\) and \(1\,\text{h}=3600\,\text{s}\). - A graph that becomes steeper represents increasing speed.

Solution

1. The drawn tangent at \(t = 5\) passes through \((6, 100)\) and \((10, 250)\). 2. Its slope is \(\frac{250-100}{10-6} = 37.5\,\frac{\text{ft}}{\text{s}}\). 3. Convert to miles per hour: \(37.5\cdot\frac{3600}{5280}\approx 25.6\,\frac{\text{mi}}{\text{h}}\). 4. The graph becomes steeper as time increases, so the instantaneous speed increases. Its concave-up shape indicates positive acceleration.

Answer

1. \(\approx 37.5\,\frac{\text{ft}}{\text{s}}\) 2. \(\approx 25.6\,\frac{\text{mi}}{\text{h}}\) 3. The speed increases because the graph becomes progressively steeper.
Average and instantaneous rate of change 152
Let \(f(x) = x^2 - 4x\). a) Find the average rate of change of \(f\) over \(I_1 = [1, 5]\) and \(I_2 = [0, 6]\). b) Show that, for any \(a < b\) and \(k > 0\), the average rate of change of \(f\) over \([a, b]\) equals the average rate of change over \([a - k, b + k]\). c) Interpret this result geometrically in terms of secant lines to the parabola.

Hints

- Recall the difference-quotient formula. - What happens to an interval’s midpoint when both endpoints are moved outward by the same amount \(k\)? - Factor the difference of the quadratic expressions so that \(b - a\) cancels. - How are two lines related when they have the same slope?

Solution

1. Over \(I_1\), \(\frac{f(5) - f(1)}{5 - 1} = \frac{5 - (-3)}{4} = 2\). 2. Over \(I_2\), \(\frac{f(6) - f(0)}{6 - 0} = \frac{12 - 0}{6} = 2\). 3. Over \([a, b]\), \(\frac{f(b) - f(a)}{b - a} = \frac{b^2 - 4b - (a^2 - 4a)}{b - a} = \frac{(b - a)(a + b - 4)}{b - a} = a + b - 4\). 4. Over \([a - k, b + k]\), the sum of the endpoints is \((a - k) + (b + k) = a + b\). Applying the same simplification, the average rate of change is \((a - k) + (b + k) - 4 = a + b - 4\). 5. The corresponding secant lines have the same slope, so they are parallel. The two intervals have the same midpoint, and for this quadratic the secant slope depends only on the sum, or equivalently the midpoint, of the endpoints.

Answer

a) \(I_1\): \(2\) \(I_2\): \(2\) b) Both average rates simplify to \(a + b - 4\). c) The corresponding secant lines are parallel. For this quadratic, intervals with the same midpoint produce the same secant slope.
Average and instantaneous rate of change 153
After a medication is taken, the amount of its active ingredient in a patient’s blood decreases continuously. The amount decreases by \(15\%\) every \(4\) hours. At \(t = 0\), the blood contains \(200\,\text{mg}\) of the active ingredient. a) Find a function in the form \(f(t) = ca^t\) that gives the amount \(f(t)\), in milligrams, after \(t\) hours. Determine \(c\) and \(a\). b) Interpret \(f(t) - f(t_0)\) and \(\frac{f(t) - f(t_0)}{t - t_0}\) in context. c) Find the average rate of change of the amount over \([0, 4]\) and \([12, 16]\).

Hints

- What factor remains after a quantity decreases by \(15\%\)? - Use the units of the numerator and denominator to interpret each expression. - Average rate of change is the slope of a secant line through two graph points. - Make sure the hourly factor \(a\) matches the fact that the stated percent decrease occurs every \(4\) hours.

Solution

1. The initial value is \(c = 200\). A \(15\%\) decrease every \(4\) hours gives \(f(4) = 200 \cdot 0.85\). From \(200a^4 = 200 \cdot 0.85\), \(a = \sqrt[4]{0.85} \approx 0.9603\). Thus, \(f(t) = 200(\sqrt[4]{0.85})^t\), or approximately \(f(t) = 200 \cdot 0.9603^t\). 2. The expression \(f(t) - f(t_0)\) is the net change in the amount, in milligrams, from time \(t_0\) to time \(t\). The quotient \(\frac{f(t) - f(t_0)}{t - t_0}\) is the average rate of change over that interval, in milligrams per hour. 3. Over \([0, 4]\), \(f(0) = 200\) and \(f(4) = 170\), so the average rate is \(\frac{170 - 200}{4} = -7.5\,\frac{\text{mg}}{\text{h}}\). 4. Over \([12, 16]\), \(f(12) = 200 \cdot 0.85^3 = 122.825\) and \(f(16) = 200 \cdot 0.85^4 = 104.40125\). The average rate is \(\frac{104.40125 - 122.825}{4} \approx -4.6059\,\frac{\text{mg}}{\text{h}}\).

Answer

a) \(c = 200\), \(a = \sqrt[4]{0.85} \approx 0.9603\), and \(f(t) = 200(\sqrt[4]{0.85})^t\) b) \(f(t) - f(t_0)\) is the net change in milligrams; \(\frac{f(t) - f(t_0)}{t - t_0}\) is the average change in milligrams per hour. c) \([0, 4]\): \(-7.5\,\frac{\text{mg}}{\text{h}}\) \([12, 16]\): approximately \(-4.6059\,\frac{\text{mg}}{\text{h}}\)

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