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Rates of change in applied contexts

Learning goals

  • Identifies the changing quantity and its input variable.
  • Computes the appropriate derivative.
  • Interprets derivative values with correct units.
  • Explains the sign and magnitude of the rate in context.

Click problems to add them to your worksheet.

55586212
Lakeview Packaging records the cumulative number of cartons inspected after \(t\) minutes by \(I(t)=40+18t\). Find \(I'(t)\). Then state the instantaneous inspection rate at \(t=6\) minutes, including units.

Hints

- What is the derivative of a linear function with respect to time? - The rate units come from cartons divided by minutes.

Solution

1. Differentiate the linear model: \(I'(t)=18\). 2. Because the derivative is constant, \(I'(6)=18\,\text{cartons/min}\). Thus, at \(t=6\) minutes, cartons are being inspected at an instantaneous rate of \(18\) cartons per minute.

Answer

\(I'(t)=18\), so \(I'(6)=18\,\text{cartons/min}\).
55586412
The mass of material on a recycling conveyor is modeled by \(Q(t)=40+6t-0.2t^2\), where \(Q(t)\) is measured in kilograms and \(t\) is measured in minutes. Find and interpret the instantaneous rate of change of the mass at \(t=5\,\text{min}\).

Hints

- Differentiate the supplied contextual model with respect to time. - Evaluate the derivative at the requested time. - Use both the sign and the compound units in your interpretation.

Solution

1. Differentiate the model: \(Q'(t)=6-0.4t\). 2. Evaluate at \(t=5\): \(Q'(5)=6-2=4\,\text{kg/min}\). 3. The positive value means that at \(t=5\) minutes, the mass on the conveyor is increasing at an instantaneous rate of \(4\) kilograms per minute.

Answer

\(Q'(5)=4\,\text{kg/min}\). At \(t=5\) minutes, the mass on the conveyor is increasing at \(4\) kilograms per minute.
55586512
A filtration system has processed \(F(t)=t^3+2t\) gallons of water after \(t\) hours, for \(0\le t\le4\). a) Find the average processing rate from \(t=1\) to \(t=3\). b) Find the instantaneous processing rate at \(t=2\). c) Compare the two rates in context.

Hints

- Average rate of change uses two function values and an elapsed time. - Instantaneous rate comes from the derivative at one time. - Put both rates in the same units before comparing them.

Solution

1. \(F(1)=3\) and \(F(3)=33\). The average rate on \([1,3]\) is \(\frac{33-3}{3-1}=15\,\text{gal/h}\). 2. Differentiate: \(F'(t)=3t^2+2\). Thus \(F'(2)=14\,\text{gal/h}\). 3. The instantaneous rate at \(t=2\) is \(1\,\text{gal/h}\) lower than the average processing rate from \(t=1\) to \(t=3\).

Answer

a) \(15\,\text{gal/h}\) b) \(14\,\text{gal/h}\) c) At \(t=2\), the system is processing water \(1\,\text{gal/h}\) more slowly than its average pace over \([1,3]\).
55586612
Riverbend Treatment Lab models a dissolved-substance concentration by \(C(t)=24-5t+0.5t^2\), where \(C(t)\) is measured in grams per liter and \(t\) in days. Find \(C'(3)\) and \(C''(3)\). Interpret both values together in context.

Hints

- Compute the first derivative to obtain the concentration's instantaneous rate of change. - Differentiate again to determine how that rate itself is changing. - Combine the signs of the first and second derivatives when interpreting the behavior.

Solution

1. Differentiate once: \(C'(t)=-5+t\), so \(C'(3)=-2\,\frac{\text{g}}{\text{L}\cdot\text{day}}\). 2. Differentiate again: \(C''(t)=1\), so \(C''(3)=1\,\frac{\text{g}}{\text{L}\cdot\text{day}^2}\). 3. At day \(3\), the concentration is decreasing at \(2\,\frac{\text{g}}{\text{L}\cdot\text{day}}\). Because the first derivative is increasing at \(1\,\frac{\text{g}}{\text{L}\cdot\text{day}^2}\), that decrease is becoming less rapid.

Answer

\(C'(3)=-2\,\frac{\text{g}}{\text{L}\cdot\text{day}}\) and \(C''(3)=1\,\frac{\text{g}}{\text{L}\cdot\text{day}^2}\). The concentration is decreasing at day \(3\), but its rate of decrease is becoming less rapid.
55587212
North Loop Water-Reuse Pilot records the cumulative amount of water processed, \(C(t)\), at three nearby times. <table><tr><th>\(t\) (h)</th><th>\(C(t)\) (gal)</th></tr><tr><td>2</td><td>62</td></tr><tr><td>3</td><td>88</td></tr><tr><td>4</td><td>118</td></tr></table> a) Find the average processing rate on \([2,3]\) and on \([3,4]\). b) Use these nearby rates to estimate the instantaneous processing rate \(C'(3)\), and interpret the estimate in context.

Hints

- Each average rate uses the change in cumulative amount divided by the corresponding one-hour interval. - The target time lies between the two nearby intervals, so use information from both sides of it. - The estimated instantaneous rate should have units of gallons per hour.

Solution

1. On \([2,3]\), the average rate is \(\frac{88-62}{3-2}=26\,\text{gal/h}\). 2. On \([3,4]\), the average rate is \(\frac{118-88}{4-3}=30\,\text{gal/h}\). 3. A symmetric estimate for the rate at the middle time is the average of the nearby one-hour rates: \(\frac{26+30}{2}=28\,\text{gal/h}\). Equivalently, this is \(\frac{C(4)-C(2)}{4-2}\). 4. Thus, at \(t=3\) hours, the system is processing water at approximately \(28\) gallons per hour.

Answer

a) \(26\,\text{gal/h}\) on \([2,3]\); \(30\,\text{gal/h}\) on \([3,4]\) b) \(C'(3)\approx28\,\text{gal/h}\). At \(t=3\) hours, the system is processing water at approximately \(28\) gallons per hour.
52239512
A biogas facility models the total amount of gas produced by \(G(t)=-0.05t^3+1.5t^2+10t\), where \(G(t)\) is measured in cubic meters and \(t\) is measured in hours. The model applies for \(0\le t\le20\). a) How much gas is produced during the first \(20\) hours? b) Find the average production rate from \(t=4\) to \(t=12\). c) Find the instantaneous production rate at \(t=10\). Compare it with the average rate from part b) and interpret the comparison.

Hints

- Because \(G\) is a total amount, compare its values to find an amount produced over an interval. - Average rate of change uses a difference quotient over two times. - Instantaneous production rate is obtained by differentiating \(G\) and evaluating at the requested time. - Compare the two rates in the same units before interpreting them.

Solution

1. Since \(G(0)=0\), the amount produced during the first \(20\) hours is \(G(20)=-0.05(20)^3+1.5(20)^2+10(20)=400\,\text{m}^3\). 2. Since \(G(12)=249.6\) and \(G(4)=60.8\), the average production rate is \(\frac{G(12)-G(4)}{12-4}=\frac{249.6-60.8}{8}=23.6\,\frac{\text{m}^3}{\text{h}}\). 3. The instantaneous production rate is \(G'(t)=-0.15t^2+3t+10\). Thus \(G'(10)=25\,\frac{\text{m}^3}{\text{h}}\). 4. The instantaneous rate at \(t=10\) is \(1.4\,\frac{\text{m}^3}{\text{h}}\) greater than the average rate from \(t=4\) to \(t=12\). This means gas is being produced slightly faster at that instant than the average pace over the interval.

Answer

a) \(400\,\text{m}^3\) b) \(23.6\,\frac{\text{m}^3}{\text{h}}\) c) \(25\,\frac{\text{m}^3}{\text{h}}\), which is \(1.4\,\frac{\text{m}^3}{\text{h}}\) greater than the average rate in part b).
52258512
During a \(12\)-hour period, the water volume in a retention basin is modeled by \(V(t)=-t^3+15t^2+200\), where \(t\) is the number of hours since observations began, \(0\le t\le12\), and \(V(t)\) is measured in cubic meters. a) Find the average rate of change of the water volume from \(t=2\) to \(t=5\). b) Find and interpret the instantaneous rate of change of the volume at \(t=4\). c) Find \(V''(4)\) and interpret its value and units in this context.

Hints

- Average rate uses two volume values and the elapsed time between them. - The first derivative gives the instantaneous volume-change rate. - The second derivative describes how that first rate is changing and therefore has one additional time unit in the denominator.

Solution

1. Evaluate \(V(2)=252\) and \(V(5)=450\). The average rate of change is \(\frac{450-252}{5-2}=66\,\frac{\text{m}^3}{\text{h}}\). 2. The first derivative is \(V'(t)=-3t^2+30t\). Thus \(V'(4)=72\,\frac{\text{m}^3}{\text{h}}\). At \(t=4\), the basin's water volume is increasing at an instantaneous rate of \(72\,\text{m}^3\) per hour. 3. The second derivative is \(V''(t)=-6t+30\), so \(V''(4)=6\,\frac{\text{m}^3}{\text{h}^2}\). At that instant, the net volume-change rate itself is increasing at \(6\,\frac{\text{m}^3}{\text{h}}\) per hour.

Answer

a) \(66\,\frac{\text{m}^3}{\text{h}}\) b) \(72\,\frac{\text{m}^3}{\text{h}}\); at \(t=4\), the water volume is increasing at \(72\,\text{m}^3\) per hour. c) \(V''(4)=6\,\frac{\text{m}^3}{\text{h}^2}\); the net volume-change rate is increasing by \(6\,\frac{\text{m}^3}{\text{h}}\) per hour at that instant.
52259012
On a cloudless day, the power output of a solar installation from \(6\) a.m. to \(6\) p.m. is modeled by \(P(t)=-t^3+12t^2+60t\), where \(P(t)\) is measured in watts and \(t\) is the number of hours after \(6\) a.m., so \(0\le t\le12\). a) Find the power output at \(10\) a.m. b) Find \(P'(t)\) and \(P''(t)\), and interpret each derivative in context with units. c) At \(2\) p.m., find \(P'(t)\) and \(P''(t)\). Explain what the two values together say about the power output at that time.

Hints

- Convert each clock time to hours after \(6\) a.m. - The first derivative describes how power output is changing at an instant. - The second derivative describes how the first derivative is changing. - Interpret the signs of the two derivatives separately before combining the statements.

Solution

1. At \(10\) a.m., \(t=4\). Thus \(P(4)=-64+192+240=368\,\text{W}\). 2. The first derivative is \(P'(t)=-3t^2+24t+60\), which is the instantaneous rate of change of power output, measured in \(\frac{\text{W}}{\text{h}}\). 3. The second derivative is \(P''(t)=-6t+24\), which is the instantaneous rate of change of \(P'(t)\), measured in \(\frac{\text{W}}{\text{h}^2}\). 4. At \(2\) p.m., \(t=8\). Then \(P'(8)=60\,\frac{\text{W}}{\text{h}}\) and \(P''(8)=-24\,\frac{\text{W}}{\text{h}^2}\). 5. The positive first derivative means power output is increasing at \(2\) p.m. The negative second derivative means that this increase is becoming slower at that instant.

Answer

a) \(368\,\text{W}\) b) \(P'(t)=-3t^2+24t+60\), in \(\frac{\text{W}}{\text{h}}\), is the instantaneous rate of change of power output. \(P''(t)=-6t+24\), in \(\frac{\text{W}}{\text{h}^2}\), is the instantaneous rate of change of that rate. c) At \(2\) p.m., \(P'(8)=60\,\frac{\text{W}}{\text{h}}\) and \(P''(8)=-24\,\frac{\text{W}}{\text{h}^2}\). The output is increasing, but its rate of increase is decreasing.
52576712
The activity \(A\) of an enzyme, measured in activity units, depends on the temperature \(T\), measured in degrees Celsius, according to \(A(T)=-0.01(T-25)^2+10\). In a laboratory reactor, the temperature after \(t\) hours is \(T(t)=15+2t\). a) Find and simplify a function \(A(t)\) that gives the enzyme activity directly in terms of time. b) Find the instantaneous rate of change of the enzyme activity after exactly \(2\) hours.

Hints

- Substitute the temperature function into the activity function. - Expand the squared binomial carefully. - Instantaneous rate of change is represented by a derivative.

Solution

1. Compose the functions: \(A(t)=A(T(t))=-0.01((15+2t)-25)^2+10\). 2. Simplifying gives \(A(t)=-0.01(2t-10)^2+10=-0.04t^2+0.4t+9\). 3. The instantaneous rate of change is the derivative, \(A'(t)=-0.08t+0.4\). 4. At \(t=2\), \(A'(2)=-0.08\cdot2+0.4=0.24\).

Answer

a) \(A(t)=-0.04t^2+0.4t+9\) b) \(0.24\) activity units per hour
52639012
A laboratory culture is modeled by \(B(t)=100+20t^2-t^3\), where \(B(t)\) is the number of bacteria and \(t\) is measured in hours, with \(0\le t\le10\). a) Find the average growth rate during the first \(5\) hours. b) Find the instantaneous growth rate at \(t=5\,\text{h}\). c) Find the instantaneous growth rate at \(t=8\,\text{h}\). Compare it with the rate at \(t=5\,\text{h}\) and interpret the comparison.

Hints

- Average growth rate uses the change in the population over an interval. - Instantaneous growth rate is the derivative of the population model. - Evaluate the same derivative formula at both requested times before comparing the rates.

Solution

1. The average growth rate on \([0,5]\) is \(\frac{B(5)-B(0)}{5}\). Since \(B(0)=100\) and \(B(5)=475\), the average rate is \(75\) bacteria per hour. 2. The instantaneous growth rate is \(B'(t)=40t-3t^2\). Thus \(B'(5)=125\) bacteria per hour. 3. At \(t=8\), \(B'(8)=40(8)-3(8)^2=128\) bacteria per hour. 4. The instantaneous growth rate at \(8\) hours is \(3\) bacteria per hour greater than at \(5\) hours, so the culture is growing slightly faster at \(t=8\) than at \(t=5\).

Answer

a) \(75\) bacteria per hour b) \(125\) bacteria per hour c) \(128\) bacteria per hour; this is \(3\) bacteria per hour greater than the rate at \(t=5\), so the culture is growing slightly faster at \(t=8\).
52649912
A freshly baked cake is placed in a kitchen to cool. Its temperature is modeled by \(f(t)=21+154e^{-0.038t}\), where \(t\ge 0\) is the number of minutes since the cake was removed from the oven and \(f(t)\) is measured in degrees Celsius. a) Find the cake's temperature when it is removed from the oven and the ambient temperature of the kitchen. b) Find the cake's temperature after \(40\) minutes. c) Find when the cake is cooling at an instantaneous rate of \(-1.2\,{}^\circ\text{C}/\text{min}\).

Hints

- Substitute \(t=0\) for the initial temperature and examine the long-term limit for the room temperature. - Differentiate the temperature function to obtain the instantaneous cooling rate. - Use a logarithm to solve the derivative equation for \(t\).

Solution

1. At \(t=0\), \(f(0)=21+154=175\), so the initial temperature is \(175\,{}^\circ\text{C}\). 2. As \(t\to\infty\), \(e^{-0.038t}\to 0\), so \(f(t)\to 21\). The ambient temperature is \(21\,{}^\circ\text{C}\). 3. \(f(40)=21+154e^{-0.038(40)}\approx 54.68\), so the temperature is about \(54.7\,{}^\circ\text{C}\). 4. Differentiate: \(f'(t)=-5.852e^{-0.038t}\). Set \(f'(t)=-1.2\): \(e^{-0.038t}=\frac{1.2}{5.852}\). Therefore, \(t=\frac{\ln(1.2/5.852)}{-0.038}\approx 41.70\) minutes.

Answer

a) Initial temperature: \(175\,{}^\circ\text{C}\); kitchen temperature: \(21\,{}^\circ\text{C}\) b) About \(54.7\,{}^\circ\text{C}\) c) After about \(41.7\,\text{minutes}\)
52652712
The temperature of a cold drink in a room with constant temperature \(22\,{}^\circ\text{C}\) is modeled by \(T(t)=22-14e^{-0.1t}\), where \(t\) is measured in minutes and \(T(t)\) is measured in degrees Celsius. 1. Find \(T(0)\) and \(T'(0)\). Interpret both values in context. 2. Find \(T'(10)\) and the temperature difference \(22-T(10)\). Compare these two quantities. 3. Verify that \(T'(t)=0.1(22-T(t))\) for all \(t\ge0\), and interpret the constant \(0.1\) with units.

Hints

- Differentiate the exponential term carefully and keep track of the time units. - Compare the derivative with the difference between room temperature and drink temperature at the same instant. - In a relation of the form rate = constant times quantity, the constant must supply the reciprocal-time unit.

Solution

1. \(T(0)=22-14=8\,{}^\circ\text{C}\). Differentiating gives \(T'(t)=1.4e^{-0.1t}\), so \(T'(0)=1.4\,{}^\circ\text{C}/\text{min}\). The drink starts at \(8\,{}^\circ\text{C}\) and is warming at \(1.4\,{}^\circ\text{C}\) per minute initially. 2. \(T'(10)=1.4e^{-1}\approx0.515\,{}^\circ\text{C}/\text{min}\). Also, \(22-T(10)=14e^{-1}\approx5.150\,{}^\circ\text{C}\). The warming rate is one tenth of the temperature gap at that instant. 3. Since \(22-T(t)=14e^{-0.1t}\), \(0.1(22-T(t))=1.4e^{-0.1t}=T'(t)\). The constant \(0.1\,\text{min}^{-1}\) means the instantaneous warming rate equals \(10\%\) of the current temperature gap per minute.

Answer

1. \(T(0)=8\,{}^\circ\text{C}\) and \(T'(0)=1.4\,{}^\circ\text{C}/\text{min}\). The drink starts at \(8\,{}^\circ\text{C}\) and is initially warming at \(1.4\,{}^\circ\text{C}\) per minute. 2. \(T'(10)\approx0.515\,{}^\circ\text{C}/\text{min}\) and \(22-T(10)\approx5.150\,{}^\circ\text{C}\); the rate is one tenth of the temperature gap. 3. \(T'(t)=0.1(22-T(t))\). The proportionality constant is \(0.1\,\text{min}^{-1}\).
52652812
A population of forest birds in a protected area is modeled by \(B(t)=400-320e^{-0.05t}\), where \(t\) is measured in years and \(B(t)\) is the modeled number of birds. 1. Find \(B(0)\) and \(B'(0)\). Interpret both values. 2. Show that \(B'(t)\) is proportional to the difference between \(400\) birds and the current population \(B(t)\). Give the constant of proportionality with units. 3. Find \(B'(20)\) and compare it with \(B'(0)\). Explain the comparison using the proportional relationship from part 2.

Hints

- Evaluate the model and its derivative at the same starting time before interpreting them. - Rewrite \(400-B(t)\) and compare it directly with \(B'(t)\). - A proportionality constant relating a population to a population-per-time rate must carry reciprocal-time units. - Use the size of the remaining gap to explain why the later rate differs from the initial rate.

Solution

1. \(B(0)=400-320=80\) birds. Differentiating gives \(B'(t)=16e^{-0.05t}\), so \(B'(0)=16\) birds per year. The model begins with \(80\) birds and an instantaneous growth rate of \(16\) birds per year. 2. Since \(400-B(t)=320e^{-0.05t}\), \(0.05(400-B(t))=16e^{-0.05t}=B'(t)\). The constant of proportionality is \(0.05\,\text{year}^{-1}\). 3. \(B'(20)=16e^{-1}\approx5.89\) birds per year. This is smaller than the initial rate because the population is closer to \(400\) birds after \(20\) years, so the gap \(400-B(t)\) is smaller.

Answer

1. \(B(0)=80\) birds and \(B'(0)=16\) birds per year. 2. \(B'(t)=0.05(400-B(t))\); the constant of proportionality is \(0.05\,\text{year}^{-1}\). 3. \(B'(20)=16e^{-1}\approx5.89\) birds per year, smaller than the initial \(16\) birds per year because the gap to \(400\) birds is smaller.
52693312
For \(0\le t\le12\), the concentration of a chemical in a reaction vessel is modeled by \(c(t)=-0.1t^3+1.2t^2+5\), where \(t\) is measured in minutes and \(c(t)\) is measured in \(\text{mg/L}\). a) Find the concentration at the beginning of the measurement and after \(12\) minutes. b) Find \(c'(2)\) and interpret its value and units. c) Find \(c''(2)\) and interpret its value and units. Explain what it says about the rate found in part b).

Hints

- The function value, first derivative, and second derivative describe three different quantities with different units. - Differentiate once to obtain the instantaneous concentration-change rate. - Differentiate again to describe how that rate is changing. - Keep the additional time unit in the denominator when interpreting the second derivative.

Solution

1. Evaluate the model: \(c(0)=5\,\text{mg/L}\) and \(c(12)=5\,\text{mg/L}\). 2. The first derivative is \(c'(t)=-0.3t^2+2.4t\). Thus \(c'(2)=3.6\,\frac{\text{mg}}{\text{L}\cdot\text{min}}\). At \(t=2\), the concentration is increasing at \(3.6\,\frac{\text{mg}}{\text{L}\cdot\text{min}}\). 3. The second derivative is \(c''(t)=-0.6t+2.4\), so \(c''(2)=1.2\,\frac{\text{mg}}{\text{L}\cdot\text{min}^2}\). At that instant, the concentration's rate of change is itself increasing at \(1.2\,\frac{\text{mg}}{\text{L}\cdot\text{min}}\) per minute.

Answer

a) \(c(0)=5\,\text{mg/L}\) and \(c(12)=5\,\text{mg/L}\) b) \(c'(2)=3.6\,\frac{\text{mg}}{\text{L}\cdot\text{min}}\); the concentration is increasing at that instantaneous rate. c) \(c''(2)=1.2\,\frac{\text{mg}}{\text{L}\cdot\text{min}^2}\); the concentration's rate of change is increasing at that instant.
52749112
An empty \(100\,\text{cm}\)-long trough has a V-shaped cross section that is an isosceles triangle. The trough is \(40\,\text{cm}\) deep and \(40\,\text{cm}\) wide across the top. Water flows into it at a constant rate of \(200\,\text{cm}^3/\text{s}\). a) Find a function \(h(t)\) that gives the water depth, in centimeters, after \(t\) seconds. b) Find the instantaneous rate at which the water depth is increasing at \(t=9\,\text{s}\).

Hints

- Express the water volume in terms of the water depth; similar triangles relate the surface width to the depth. - With a constant inflow rate, total volume is rate multiplied by time. - Set the two volume expressions equal and solve for \(h\) in terms of \(t\). - An instantaneous rate of change is found with a derivative. - Rewrite the square root as a rational power if that makes differentiation easier.

Solution

1. Similar triangles give \(\frac{w}{h}=\frac{40}{40}=1\), so the water surface width is \(w=h\). 2. The water volume is \(V=\frac{1}{2}wh(100)=50h^2\). 3. The inflow gives \(V(t)=200t\). Therefore, \(50h^2=200t\), so \(h(t)=2\sqrt{t}\) for \(0\le t\le400\). 4. Differentiate: \(h'(t)=\frac{1}{\sqrt{t}}\). Thus, \(h'(9)=\frac{1}{3}\,\text{cm}/\text{s}\).

Answer

a) \(h(t)=2\sqrt{t}\), for \(0\le t\le400\) b) \(h'(9)=\frac{1}{3}\,\text{cm}/\text{s}\approx0.33\,\text{cm}/\text{s}\)
52749212
An empty container is shaped like a regular square pyramid standing on its vertex. The container is \(6\,\text{dm}\) tall, and the square opening at the top has side length \(6\,\text{dm}\). Liquid flows in at a constant rate of \(9\,\text{dm}^3/\text{min}\). a) Find a function \(h(t)\) that gives the liquid depth, in decimeters, after \(t\) minutes, up to the time the container becomes full. b) Find the instantaneous rate at which the liquid level is rising immediately before the container becomes full at \(t=8\,\text{min}\).

Hints

- Use the volume formula for a square pyramid and similarity to relate the liquid-surface side length to its depth. - Set the geometric liquid volume equal to the inflow rate multiplied by time. - Differentiate the depth function only on the interval while the container is still filling. - The requested rate is the left-hand rate as the fill time is approached.

Solution

1. Similar pyramids give \(\frac{a}{h}=\frac{6}{6}=1\), so the side length of the liquid surface is \(a=h\). 2. The liquid volume is \(V=\frac{1}{3}a^2h=\frac{1}{3}h^3\). 3. Since \(V(t)=9t\), \(\frac{1}{3}h^3=9t\). Therefore, \(h(t)=3\sqrt[3]{t}\), for \(0\le t\le8\). 4. Differentiate for \(0<t<8\): \(h'(t)=t^{-\frac{2}{3}}\). The left-hand rate as \(t\to8^-\) is \(h'(8)=\frac{1}{4}=0.25\,\text{dm}/\text{min}\).

Answer

a) \(h(t)=3\sqrt[3]{t}\), for \(0\le t\le8\) b) \(0.25\,\text{dm}/\text{min}\), the instantaneous rising rate immediately before the container becomes full
52754912
A company models its total production cost \(K(x)\), in thousands of dollars, for producing \(x\) tons of a specialty plastic by \(K(x)=5\sqrt{x}+20\), where \(0\le x\le500\). a) Find the total cost of producing \(64\) tons. b) Marginal cost is modeled by \(K'(x)\). Find the production level at which the marginal cost is \(0.25\) thousand dollars per ton. c) Find the marginal cost at \(x=64\) and at \(x=100\). Compare the two rates and interpret the comparison.

Hints

- Interpret the units of \(K\) carefully: its values are in thousands of dollars. - Marginal cost is the derivative of total cost with respect to production level. - Evaluate the same marginal-cost function at both production levels before comparing them. - Convert thousand dollars per ton to dollars per ton consistently.

Solution

1. \(K(64)=5\sqrt{64}+20=60\), so the total cost is \(\$60{,}000\). 2. \(K'(x)=\frac{2.5}{\sqrt{x}}\). Set \(\frac{2.5}{\sqrt{x}}=0.25\), giving \(\sqrt{x}=10\) and \(x=100\) tons. 3. \(K'(64)=\frac{2.5}{8}=0.3125\) thousand dollars per ton, or \(\$312.50\) per ton. Also, \(K'(100)=0.25\) thousand dollars per ton, or \(\$250\) per ton. 4. The model's marginal cost is lower at \(100\) tons than at \(64\) tons, so an additional ton is modeled as adding less to total cost near \(100\) tons than near \(64\) tons.

Answer

a) \(\$60{,}000\) b) \(100\) tons c) At \(64\) tons, the marginal cost is \(\$312.50\) per ton; at \(100\) tons, it is \(\$250\) per ton. The modeled cost of an additional ton is lower near \(100\) tons.
52756112
For small oscillations, the period \(T\) of a simple pendulum is modeled by \(T(l)=\frac{2\pi}{\sqrt{g}}\sqrt{l}\), where \(T\) is in seconds, \(l\) is the pendulum length in meters, and \(g=9.81\,\text{m}/\text{s}^2\). a) Find \(T'(l)\). b) Find the instantaneous rate of change of the period at \(l_1=0.5\,\text{m}\) and \(l_2=2.0\,\text{m}\). Interpret the results. c) Find the length \(l\) at which the period is increasing at exactly \(0.5\,\text{s}/\text{m}\).

Hints

- Rewrite the square root as a power and apply the power rule. - A derivative value gives the instantaneous change in period per unit change in length. - Keep track of the derivative's units. - Isolate the square root before squaring when solving for \(l\).

Solution

1. a) Apply the power rule: \(T'(l)=\frac{2\pi}{\sqrt{g}}\cdot\frac{1}{2}l^{-\frac{1}{2}}=\frac{\pi}{\sqrt{gl}}\). 2. b) \(T'(0.5)=\frac{\pi}{\sqrt{9.81(0.5)}}\approx1.419\,\text{s}/\text{m}\), and \(T'(2.0)=\frac{\pi}{\sqrt{9.81(2.0)}}\approx0.709\,\text{s}/\text{m}\). 3. Both rates are positive, so a longer pendulum has a longer period. The smaller rate at \(2.0\,\text{m}\) shows that each additional meter changes the period less for a longer pendulum. 4. c) Solve \(\frac{\pi}{\sqrt{9.81l}}=0.5\). Then \(\sqrt{9.81l}=2\pi\), so \(l=\frac{4\pi^2}{9.81}\approx4.024\,\text{m}\).

Answer

a) \(T'(l)=\frac{\pi}{\sqrt{gl}}\) b) \(T'(0.5)\approx1.419\,\text{s}/\text{m}\); \(T'(2.0)\approx0.709\,\text{s}/\text{m}\). The period increases with length, but at a decreasing rate. c) \(l\approx4.024\,\text{m}\)
52756812
A circular oil spill spreads across a smooth surface. Its area, in square meters, is modeled by \(A(t)=\pi(4t+9)\), where \(t\) is the number of hours since observations began. a) Find a function \(r(t)\) for the spill's radius. b) Find the instantaneous rate of change of the radius at \(t=4\,\text{h}\). c) Find \(r''(4)\), and interpret its sign in context.

Hints

- Solve the circle-area formula for the radius. - Apply the chain rule to the square-root function. - The first derivative gives the instantaneous radial growth rate. - A negative second derivative means the first derivative is decreasing.

Solution

1. a) Since \(A=\pi r^2\), \(r=\sqrt{\frac{A}{\pi}}\). Therefore, \(r(t)=\sqrt{4t+9}\). 2. b) By the chain rule, \(r'(t)=\frac{2}{\sqrt{4t+9}}\). Thus, \(r'(4)=\frac{2}{5}=0.4\,\text{m}/\text{h}\). 3. c) Differentiate again: \(r''(t)=-\frac{4}{(4t+9)^{\frac{3}{2}}}\). Therefore, \(r''(4)=-\frac{4}{125}=-0.032\,\text{m}/\text{h}^2\). 4. The negative second derivative means the radius is still increasing, but its rate of increase is decreasing.

Answer

a) \(r(t)=\sqrt{4t+9}\) b) \(r'(4)=0.4\,\text{m}/\text{h}\) c) \(r''(4)=-0.032\,\text{m}/\text{h}^2\); the radius grows at a decreasing rate.
52902812
Gross income and the price level are modeled with the same linear growth factor \(1+0.02t\): \(E(t)=50{,}000(1+0.02t)\) and \(P(t)=1+0.02t\), where \(t\) is measured in years. A simplified nonlinear tax function is \(T(E)=0.000002E^2\). Real after-tax income is \(R(t)=\frac{E(t)-T(E(t))}{P(t)}\). 1. Show that \(R(t)=50{,}000-5000(1+0.02t)\). 2. Find the instantaneous rate of change \(R'(t)\). 3. Interpret the sign of \(R'(t)\) in this model, even though gross income and the modeled price level share the same growth factor.

Hints

- Substitute \(E(t)\) into the tax function before simplifying \(R(t)\). - Factor the common growth factor from the numerator before canceling. - Interpret the sign and units of the derivative as a change in real after-tax income over time.

Solution

1. Substitute the income function into the tax function: \(T(E(t))=0.000002[50{,}000(1+0.02t)]^2=5000(1+0.02t)^2\). 2. Then \(R(t)=\frac{50{,}000(1+0.02t)-5000(1+0.02t)^2}{1+0.02t}=50{,}000-5000(1+0.02t)\). 3. Simplify: \(R(t)=45{,}000-100t\). Therefore, \(R'(t)=-100\,\frac{\$}{\text{year}}\). 4. The negative derivative means the model's real after-tax income decreases by \(\$100\) per year. The nonlinear tax formula makes the tax share \(\frac{T(E(t))}{E(t)}=0.1(1+0.02t)\) increase with time, so after-tax purchasing power falls even though gross income and the modeled price level use the same growth factor.

Answer

1. \(R(t)=50{,}000-5000(1+0.02t)\) 2. \(R'(t)=-100\,\frac{\$}{\text{year}}\) 3. The model's real after-tax income decreases by \(\$100\) per year because the nonlinear tax formula takes an increasing share of gross income.
52903012
An energy provider studies three models for a household's cumulative energy use \(E(t)\), measured in kilowatt-hours, where \(t>0\) is measured in hours. The instantaneous usage rate is \(E'(t)\), and the average use per hour is \(d(t)=\frac{E(t)}{t}\). Both rates are measured in kilowatt-hours per hour. Model 1: \(E(t)=0.02t^2\) Model 2: \(E(t)=1.5t\) Model 3: \(E(t)=4\sqrt{t}\) a) For each model, find \(E'(t)\) and \(d(t)\), including units. b) Which model has an instantaneous usage rate that is always less than its average use per hour for \(t>0\)? c) Which model has a constant average use per hour? Justify using \(d'(t)\).

Hints

- Differentiate cumulative energy use to obtain instantaneous use per hour. - Divide cumulative energy by elapsed time to obtain average use per hour. - Compare the two rate expressions for each model for all positive times. - A constant average-rate function has derivative zero.

Solution

1. Model 1: \(E'(t)=0.04t\) and \(d(t)=0.02t\), both in kilowatt-hours per hour, so \(E'(t)=2d(t)>d(t)\). 2. Model 2: \(E'(t)=1.5\) and \(d(t)=1.5\), both in kilowatt-hours per hour, so the rates are equal. 3. Model 3: \(E'(t)=\frac{2}{\sqrt{t}}\) and \(d(t)=\frac{4}{\sqrt{t}}\), both in kilowatt-hours per hour, so \(E'(t)=\frac{1}{2}d(t)<d(t)\). 4. Therefore, Model 3 has instantaneous usage rate less than average use per hour for every \(t>0\). 5. Model 2 has \(d(t)=1.5\), so \(d'(t)=0\) and its average use per hour is constant.

Answer

a) Model 1: \(E'(t)=0.04t\), \(d(t)=0.02t\); Model 2: \(E'(t)=1.5\), \(d(t)=1.5\); Model 3: \(E'(t)=\frac{2}{\sqrt{t}}\), \(d(t)=\frac{4}{\sqrt{t}}\). All rates are in kilowatt-hours per hour. b) Model 3 c) Model 2, because \(d'(t)=0\).
53262512
During the first \(50\) years after planting, the height of a certain fir tree is modeled by \(h(t)=12-10e^{-0.05t}\), where \(t\) is time in years and \(h(t)\) is height in meters. The graph shows this model. a) Find the tree's height when it is planted and after \(20\) years. Round the second value to two decimal places. b) Find and interpret the tree's instantaneous growth rate after \(10\) years. Round to two decimal places. c) Find the instantaneous growth rate after \(30\) years. Compare it with the rate after \(10\) years, and explain how the graph supports the comparison.
Figure for problem 532625

Hints

- Function values describe height, while derivative values describe height change per year. - Differentiate the supplied model once and evaluate the same derivative at both requested times. - On the graph, compare how steep the curve looks near \(t=10\) and near \(t=30\).

Solution

1. \(h(0)=12-10=2\,\text{m}\). Also, \(h(20)=12-10e^{-1}\approx8.32\,\text{m}\). 2. Differentiate: \(h'(t)=0.5e^{-0.05t}\). Thus \(h'(10)=0.5e^{-0.5}\approx0.30\,\text{m/year}\). After \(10\) years, the tree's height is increasing at about \(0.30\,\text{m/year}\). 3. \(h'(30)=0.5e^{-1.5}\approx0.11\,\text{m/year}\). The modeled growth rate is smaller at \(30\) years than at \(10\) years. The graph supports this because the curve is visibly flatter at later times.

Answer

a) Initial height: \(2\,\text{m}\); height after \(20\) years: approximately \(8.32\,\text{m}\) b) \(h'(10)\approx0.30\,\text{m/year}\); the tree's height is increasing at about \(0.30\,\text{m}\) per year then. c) \(h'(30)\approx0.11\,\text{m/year}\), which is smaller than the rate after \(10\) years; the graph is flatter near \(t=30\).
55586312
Pine Street Greenhouse tracks cumulative misting-water use with \(W(t)=at^2+6t\), where \(W(t)\) is measured in gallons and \(t\) in hours. At \(t=2\,\text{h}\), the instantaneous water-use rate is \(14\,\text{gal/h}\). Find \(a\), including its units.

Hints

- Differentiate the cumulative water-use model before using the instantaneous-rate information. - Substitute the stated time and rate into the derivative equation. - Determine the parameter's units from the term \(at^2\).

Solution

1. Differentiate the cumulative-use model: \(W'(t)=2at+6\). 2. Use the given instantaneous rate at \(t=2\): \(4a+6=14\). 3. Solving gives \(a=2\). Because \(at^2\) must have units of gallons, \(a\) has units of gallons per hour squared.

Answer

\(a=2\,\text{gal/h}^2\).
55586712
The graph shows stored energy in two thermal systems, \(A(t)\) and \(B(t)\), in megajoules over time \(t\), in hours. Tangent segments are drawn at \(t=4\). a) Which system contains more stored energy at \(t=4\)? b) Estimate \(A'(4)\) and \(B'(4)\) from the tangent segments. c) Which system is increasing faster at \(t=4\)? Explain why this answer is not determined by which graph is higher.
Figure for problem 555867

Hints

- Separate the question about graph height from the question about tangent slope. - Estimate each derivative from rise over run on its tangent segment. - A larger function value does not imply a larger derivative value.

Solution

1. At \(t=4\), the graph shows \(A(4)\approx22\,\text{MJ}\) and \(B(4)\approx24\,\text{MJ}\), so system B contains more stored energy. 2. The tangent to A rises from about \(18\) to \(26\) megajoules while time increases from \(3\) to \(5\) hours, giving \(A'(4)\approx\frac{26-18}{5-3}=4\,\text{MJ/h}\). 3. The tangent to B rises from about \(21\) to \(27\) megajoules over the same two-hour span, giving \(B'(4)\approx3\,\text{MJ/h}\). 4. System A is increasing faster because its tangent slope is greater, even though system B has the larger stored-energy value at that instant.

Answer

a) System B b) \(A'(4)\approx4\,\text{MJ/h}\) and \(B'(4)\approx3\,\text{MJ/h}\) c) System A is increasing faster. Graph height gives the quantity value; tangent slope gives the instantaneous rate.
55606112
The graph shows stored energy in two thermal systems, \(A(t)\) and \(B(t)\), in megajoules over time \(t\), in hours. Tangent segments are drawn at \(t=4\). a) Which system contains more stored energy at \(t=4\)? b) Estimate \(A'(4)\) and \(B'(4)\) from the tangent segments. c) Which system is increasing faster at \(t=4\)? Explain why this answer is not determined by which graph is higher.
Figure for problem 556061

Hints

- For part a), compare the heights of the two curves at \(t=4\). - For part b), estimate rise over run along each straight tangent segment. - For part c), distinguish the value of a function from the slope of its graph.

Solution

1. At \(t=4\), the graph shows \(A(4)=22\,\text{MJ}\) and \(B(4)=24\,\text{MJ}\), so system \(B\) contains more stored energy. 2. The tangent to \(A\) has slope \(4\), so \(A'(4)\approx4\,\text{MJ/h}\). 3. The tangent to \(B\) has slope \(3\), so \(B'(4)\approx3\,\text{MJ/h}\). 4. Because \(4>3\), system \(A\) is increasing faster at \(t=4\). 5. Graph height represents stored energy, while tangent slope represents instantaneous rate of change. A system can therefore contain more energy while increasing more slowly.

Answer

a) System \(B\). b) \(A'(4)\approx4\,\text{MJ/h}\) and \(B'(4)\approx3\,\text{MJ/h}\). c) System \(A\) is increasing faster. The higher graph has the greater stored-energy value, while the steeper tangent has the greater instantaneous rate of change.
53431512
In an experiment, water flows into a specially shaped glass container at a constant rate of \(10\,\text{mL/s}\). The graph shows the water height \(h\), in centimeters, as a function of time \(t\), in seconds. For the numerical calculation in part c), the plotted curve is \(h(t)=\frac{15}{1+e^{-0.8(t-6)}}\). a) Describe how the water level's rate of rise changes. When does the water level rise fastest? b) Describe the container's general shape and justify it using the graph's changing steepness. c) Find the water height after \(12\,\text{s}\) and the average rate of rise on \([0,12]\). Round both values to two decimal places.
Figure for problem 534315

Hints

- The slope of the height graph represents the rate at which the water level rises. - With constant inflow, a steeper height graph corresponds to a smaller horizontal cross-sectional area. - Use the supplied formula, not visual measurement, for the requested two-decimal numerical values. - Average rate of rise is a secant slope over the stated interval.

Solution

1. The graph's slope increases until about \(t=6\,\text{s}\) and decreases afterward. Therefore, the water level rises fastest at about \(t=6\,\text{s}\). 2. With constant inflow, a larger rise rate corresponds to a smaller horizontal cross-sectional area. The container is relatively wide near the bottom, narrows toward the middle, and widens again near the top. 3. Using the supplied formula, \(h(0)=\frac{15}{1+e^{4.8}}\approx0.12\,\text{cm}\) and \(h(12)=\frac{15}{1+e^{-4.8}}\approx14.88\,\text{cm}\). 4. The average rate of rise is \(\frac{h(12)-h(0)}{12}\approx1.23\,\text{cm/s}\).

Answer

a) The water level rises fastest at about \(t=6\,\text{s}\); its rate of rise increases before then and decreases afterward. b) The container is wide near the bottom, narrowest around the middle, and wider again near the top. c) \(h(12)\approx14.88\,\text{cm}\); average rate of rise \(\approx1.23\,\text{cm/s}\)
53485112
A fish species is introduced into a newly created lake. Its population is modeled by \(N(t)=be^{kt}+c\), where \(t\) is the number of months since the fish were introduced. Initially, the lake contains \(200\) fish, and the instantaneous growth rate at that time is \(100\) fish per month. Because food is limited, the population approaches a carrying capacity of \(2000\) fish. Determine \(b\), \(k\), and \(c\), and write the population model. Show explicitly how the initial growth-rate condition determines \(k\).

Hints

- What value must the model approach as \(t\) becomes large? - Use the initial population to relate \(b\) and \(c\). - The initial growth rate is a value of the first derivative, not a population value. - Check that the sign of \(k\) is consistent with a bounded population approaching its carrying capacity.

Solution

1. A finite carrying capacity requires \(k<0\), so \(e^{kt}\to0\) as \(t\to\infty\). Therefore, \(c=2000\). 2. Use \(N(0)=200\): \(b+2000=200\), so \(b=-1800\). 3. Differentiate: \(N'(t)=bke^{kt}\). The initial growth-rate condition gives \(N'(0)=bk=100\). Thus \((-1800)k=100\), so \(k=-\frac{1}{18}\). 4. Hence the population model is \(N(t)=-1800e^{-t/18}+2000\).

Answer

\(b=-1800\), \(k=-\frac{1}{18}\), and \(c=2000\); \(N(t)=-1800e^{-t/18}+2000\).

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