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Piecewise exponential models

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55149412
The graph shows a piecewise exponential model with an open point and a filled point at \(t=2\). What is the value of the model at \(t=2\)?
Figure for problem 551494

Hints

- At the same horizontal coordinate, distinguish the open point from the filled point. - Read the vertical coordinate of the point that is included in the function.

Solution

1. At \(t=2\), the open point is at \(72\), but an open point is not included in the function. 2. The filled point is at \(30\), so it gives the actual function value at the breakpoint.

Answer

\(30\)
55149512
A quantity has value \(200\) at day \(4\). Beginning at day \(4\), it decreases by \(10\%\) per day. Which expression correctly models the second branch for \(t\ge4\)? a) \(200(0.9)^t\) b) \(200(0.9)^{t-4}\) c) \(200(0.1)^{t-4}\)

Hints

- At \(t=4\), the second branch should still equal \(200\). - A \(10\%\) decrease leaves \(90\%\) of the previous value. - The exponent should count time elapsed since day \(4\).

Solution

At the moment the second branch begins, \(t=4\), the decay factor must have exponent \(0\) so the branch starts at \(200\). Only \(200(0.9)^{t-4}\) has that property. Also, a \(10\%\) decrease means a remaining factor of \(0.9\).

Answer

b) \(200(0.9)^{t-4}\)
55147612
A quantity \(Q(t)\) is modeled by different exponential rules before and after \(t=4\), where \(t\) is measured in days. <table><tr><td>Time interval</td><td>Rule</td></tr><tr><td>\(0\le t<4\)</td><td>\(Q(t)=500(1.2)^t\)</td></tr><tr><td>\(t\ge4\)</td><td>\(Q(t)=500(1.2)^4(0.9)^{t-4}\)</td></tr></table> a) Which rule should be used to find \(Q(2)\)? Which rule should be used to find \(Q(6)\)? b) Calculate \(Q(2)\) and \(Q(6)\). c) Calculate \(Q(4)\) using the second rule. What happens to the factor \((0.9)^{t-4}\) at the breakpoint?

Hints

- Compare each input time with the breakpoint \(t=4\). - After choosing the correct row, substitute the time only into that rule. - At the breakpoint, what is the value of the exponent \(t-4\)?

Solution

1. Since \(2<4\), use the first rule for \(Q(2)\). Since \(6\ge4\), use the second rule for \(Q(6)\). 2. \(Q(2)=500(1.2)^2=720\). 3. \(Q(6)=500(1.2)^4(0.9)^2=839.808\). 4. At \(t=4\), the second rule gives \(Q(4)=500(1.2)^4(0.9)^0=1036.8\). The exponent \(t-4\) is \(0\), so the new factor is \(1\) exactly at the breakpoint.

Answer

a) Use the first rule for \(Q(2)\) and the second rule for \(Q(6)\). b) \(Q(2)=720\); \(Q(6)=839.808\) c) \(Q(4)=1036.8\); at \(t=4\), \((0.9)^{t-4}=1\).
55149612
Consider the piecewise model \(P(t)=100(1.10)^t\) for \(0\le t\le3\), and \(P(t)=100(1.10)^3(1.04)^{t-3}\) for \(t>3\). a) Is the model continuous at \(t=3\)? b) Is the quantity increasing or decreasing on each time interval? c) During which interval is the percent growth per time unit larger?

Hints

- Compare the two branch values at the breakpoint. - A growth factor greater than \(1\) indicates increase. - Convert each growth factor to a percent growth rate before comparing them.

Solution

a) At \(t=3\), the first branch gives \(100(1.10)^3\). The second branch approaches \(100(1.10)^3(1.04)^0=100(1.10)^3\), so the model is continuous. b) Both growth factors, \(1.10\) and \(1.04\), are greater than \(1\), so the quantity increases on both intervals. c) The first interval grows by \(10\%\) per time unit, while the second grows by \(4\%\). Therefore, the first interval has the larger percent growth.

Answer

a) Yes. b) Increasing on both intervals. c) The first interval; it grows by \(10\%\) per time unit instead of \(4\%\).
55147712
The graph shows a piecewise exponential process \(P(t)\). The marked points give exact values. a) Read the initial value, the breakpoint time, and the value at the breakpoint. b) Use the marked values to write a piecewise model for \(P(t)\). Write the first branch using a doubling time and the second branch using a half-life. c) Evaluate both branch formulas at the breakpoint and explain whether the model is continuous there.
Figure for problem 551477

Hints

- Look for the time at which the graph changes from growth to decay. - Compare the marked values before the breakpoint to identify a doubling interval. - Compare the marked values after the breakpoint to identify a halving interval. - Continuity at the breakpoint requires the two branch values to agree there.

Solution

1. The graph shows \(P(0)=100\), a breakpoint at \(t=4\), and \(P(4)=200\). 2. From \(t=0\) to \(t=4\), the value doubles from \(100\) to \(200\), so the first branch is \(P(t)=100(2)^{t/4}\) for \(0\le t<4\). 3. After the breakpoint, the marked values fall from \(200\) at \(t=4\) to \(100\) at \(t=6\) and \(50\) at \(t=8\). The half-life is \(2\) time units, so the second branch is \(P(t)=200(0.5)^{(t-4)/2}\) for \(t\ge4\). 4. At \(t=4\), the first formula gives \(100(2)^1=200\), and the second gives \(200(0.5)^0=200\). The values agree, so the model is continuous at the breakpoint.

Answer

a) Initial value \(100\); breakpoint \(t=4\); breakpoint value \(200\) b) \(P(t)=100(2)^{t/4}\) for \(0\le t<4\), and \(P(t)=200(0.5)^{(t-4)/2}\) for \(t\ge4\) c) Both branches give \(200\) at \(t=4\), so the model is continuous there.
55147812
A greenhouse propagation tray starts with \(120\,\text{cm}^2\) of plant-covered area. For the first \(5\) weeks, the covered area grows by \(8\%\) per week. Beginning at week \(5\), the growing conditions change, and the area then grows by \(3\%\) per week. Assume the model is continuous at week \(5\). a) Find the modeled plant-covered area at week \(5\). Round to the nearest hundredth of a square centimeter. b) Write a piecewise exponential model \(S(t)\) for \(t\ge0\). c) Find the modeled plant-covered area at week \(9\). Round to the nearest hundredth of a square centimeter.

Hints

- Use the first weekly growth factor to find the value exactly at the change time. - For continuity, the second branch must begin from the value already reached at week \(5\). - In the second branch, count elapsed time from the breakpoint rather than from week \(0\).

Solution

1. For the first \(5\) weeks, \(S(t)=120(1.08)^t\). Thus, \(S(5)=120(1.08)^5\approx176.32\,\text{cm}^2\). 2. To keep the model continuous, use the week-5 value as the starting value of the second branch. 3. Therefore, \(S(t)=120(1.08)^t\) for \(0\le t\le5\), and \(S(t)=120(1.08)^5(1.03)^{t-5}\) for \(t>5\). 4. At week \(9\), \(S(9)=120(1.08)^5(1.03)^4\approx198.45\,\text{cm}^2\).

Answer

a) About \(176.32\,\text{cm}^2\) b) \(S(t)=120(1.08)^t\) for \(0\le t\le5\), and \(S(t)=120(1.08)^5(1.03)^{t-5}\) for \(t>5\) c) About \(198.45\,\text{cm}^2\)
55147912
A website receives automated requests at a rate of \(400\) requests per minute when monitoring begins. For the first \(3\) hours, the request rate grows by \(50\%\) per hour. At exactly \(t=3\) hours, a filter is activated and instantly blocks half of the requests. After that, the remaining request rate decreases by \(10\%\) per hour. a) Find the request rate just before the filter is activated and immediately after it is activated. b) Write a piecewise exponential model \(R(t)\) for the request rate, where \(t\) is measured in hours. c) According to the model, at what time does the request rate reach \(500\) requests per minute? Round to the nearest hundredth of an hour, and state when it is below \(500\).

Hints

- Treat the instant when the filter turns on separately from the growth that happens before it. - The second branch should begin from the rate that remains immediately after the filter acts. - In the second branch, the exponent measures elapsed time since the filter was activated. - Solve the threshold equation using the branch that applies after the filter is active.

Solution

1. The first rule reaches \(400(1.5)^3=1350\) requests per minute just before the filter is activated. The filter blocks half, so \(R(3)=675\). 2. Before the filter, \(R(t)=400(1.5)^t\) for \(0\le t<3\). After the filter, time in the new regime is measured from \(t=3\), so \(R(t)=675(0.9)^{t-3}\) for \(t\ge3\). 3. After the filter, solve \(675(0.9)^{t-3}=500\). 4. Then \(t-3=\frac{\ln(500/675)}{\ln(0.9)}\approx2.848\), so \(t\approx5.85\) hours. 5. The rate equals \(500\) at that time and is below \(500\) for later times.

Answer

a) Just before: \(1350\) requests per minute; immediately after: \(675\) requests per minute b) \(R(t)=400(1.5)^t\) for \(0\le t<3\), and \(R(t)=675(0.9)^{t-3}\) for \(t\ge3\) c) The rate reaches \(500\) at about \(5.85\) hours after monitoring begins and is below \(500\) for later times.
52663612
Daily website visits during a campaign are modeled by \(S_k(t)=k(20-t)e^{-0.1t}+10k\), where \(k>0\) and \(t\) is measured in days from that campaign's start. a) Find the long-term number of daily visits generated by one campaign in terms of \(k\). b) Campaign 1 begins at \(t=0\) with \(k=100\). Campaign 2 begins at \(t=50\) with \(k=150\). Write a piecewise model for the combined daily visits \(G(t)\) for \(t\ge0\), using one branch before Campaign 2 begins and one branch from \(t=50\) onward. c) Find the combined daily visits at \(t=60\). Round to the nearest whole visit. d) Find the long-term combined daily visits from both campaigns.

Hints

- First determine what remains of \(S_k(t)\) as the time-dependent factor approaches zero. - Before day \(50\), decide which campaign is actually active. - After day \(50\), measure Campaign 2's elapsed time from its own start. - The combined model adds contributions only from campaigns that have begun.

Solution

1. As \(t\to\infty\), \((20-t)e^{-0.1t}\to0\), so \(S_k(t)\to10k\). 2. Before \(t=50\), only Campaign 1 contributes, so \(G(t)=S_{100}(t)=100(20-t)e^{-0.1t}+1000\) for \(0\le t<50\). 3. From \(t=50\) onward, add Campaign 1 and the time-shifted second campaign: \(G(t)=S_{100}(t)+S_{150}(t-50)\). 4. Thus, for \(t\ge50\), \(G(t)=100(20-t)e^{-0.1t}+150(70-t)e^{-0.1(t-50)}+2500\). 5. At \(t=60\), \(G(60)=-4000e^{-6}+1500e^{-1}+2500\approx3041.90\), which rounds to \(3042\) visits. 6. The long-term combined value is \(10(100)+10(150)=2500\) visits.

Answer

a) \(10k\) b) \(G(t)=100(20-t)e^{-0.1t}+1000\) for \(0\le t<50\), and \(G(t)=100(20-t)e^{-0.1t}+150(70-t)e^{-0.1(t-50)}+2500\) for \(t\ge50\) c) About \(3042\) visits d) \(2500\) visits
55148012
Two quantities both start at \(100\). Quantity \(A\) grows by \(12\%\) per year for the entire time. Quantity \(B\) grows by \(5\%\) per year until the rate-change point marked on the graph and then by \(25\%\) per year after that point. a) Use the graph to determine the year when \(B\)'s growth rate changes. b) Write models for \(A(t)\) and \(B(t)\), using the breakpoint read from the graph, and solve algebraically for the crossover time after the rate change. Give an exact logarithmic expression and round the time to the nearest thousandth of a year. c) Which quantity is larger at year \(10\)? Calculate both values to the nearest hundredth and explain why the ordering changes even though \(A\) is larger when \(B\)'s rate changes.
Figure for problem 551480

Hints

- Read the marked rate-change point against the horizontal axis before writing the second branch. - The second branch of \(B\) must start from the value already reached at the breakpoint. - The crossover after the breakpoint comes from setting that second branch equal to \(A\). - For the final comparison, distinguish the accumulated value at the breakpoint from the growth factor used afterward.

Solution

1. The graph marks the rate change at \(t=4\). 2. The single-rate model is \(A(t)=100(1.12)^t\). For \(B\), use \(B(t)=100(1.05)^t\) for \(0\le t\le4\), and \(B(t)=100(1.05)^4(1.25)^{t-4}\) for \(t>4\). 3. For the crossover after year \(4\), solve \(100(1.12)^t=100(1.05)^4(1.25)^{t-4}\). 4. Taking logarithms gives \(t\ln(1.12)=4\ln(1.05)+(t-4)\ln(1.25)\), so \(t=\frac{4(\ln(1.25)-\ln(1.05))}{\ln(1.25)-\ln(1.12)}\approx6.351\). 5. At year \(10\), \(A(10)=100(1.12)^{10}\approx310.58\), while \(B(10)=100(1.05)^4(1.25)^6\approx463.68\). 6. Although \(A\) is larger at the rate-change time, afterward \(B\) has the larger annual growth factor, so it eventually catches and then exceeds \(A\).

Answer

a) Year \(4\) b) \(A(t)=100(1.12)^t\); \(B(t)=100(1.05)^t\) for \(0\le t\le4\), and \(B(t)=100(1.05)^4(1.25)^{t-4}\) for \(t>4\). The crossover is \(t=\frac{4(\ln(1.25)-\ln(1.05))}{\ln(1.25)-\ln(1.12)}\approx6.351\,\text{years}\). c) \(B\) is larger at year \(10\): \(A(10)\approx310.58\) and \(B(10)\approx463.68\). After the rate change, \(B\) has the larger yearly growth factor.
55148112
A colony is modeled by \(P(t)=50(1.1)^t\) for the first \(6\) days. After day \(6\), a treatment causes the colony to decrease by \(20\%\) per day. Jordan proposes the second branch \(50(1.1)^6(0.8)^t\) for \(t>6\). a) Explain precisely why Jordan's exponent is incorrect. b) Write a correct piecewise model for \(P(t)\). c) Compare the correct and proposed predictions at day \(8\), rounding each to the nearest hundredth. What feature of Jordan's model causes the large discrepancy?

Hints

- Identify when the factor \(0.8\) first begins to act. - At a later time, count only the time spent in the second regime. - Compare what each proposed second branch would do immediately after the breakpoint. - At day \(8\), compare how many decay factors the two models apply.

Solution

1. The factor \(0.8\) begins acting only after day \(6\). At time \(t\), the number of days spent in the decay regime is \(t-6\), not \(t\). Jordan's exponent incorrectly applies six extra days of decay. 2. The correct model is \(P(t)=50(1.1)^t\) for \(0\le t\le6\), and \(P(t)=50(1.1)^6(0.8)^{t-6}\) for \(t>6\). 3. At day \(8\), the correct model gives \(50(1.1)^6(0.8)^2\approx56.69\). 4. The proposed model gives \(50(1.1)^6(0.8)^8\approx14.86\). 5. The incorrect model has multiplied by six additional factors of \(0.8\), so its prediction is only \((0.8)^6\approx0.262\) times the correct prediction.

Answer

a) The decay exponent must count time since day \(6\), so it should be \(t-6\), not \(t\). b) \(P(t)=50(1.1)^t\) for \(0\le t\le6\), and \(P(t)=50(1.1)^6(0.8)^{t-6}\) for \(t>6\) c) Correct: about \(56.69\); proposed: about \(14.86\). The proposed model applies six extra daily decay factors.
55562712
A monitored quantity starts at \(500\). For the first \(4\) days it grows by \(10\%\) per day. At exactly day \(4\), an intervention instantly reduces the current value by \(20\%\). From day \(4\) until day \(10\), the reduced quantity decreases by \(5\%\) per day. At day \(10\), the rate changes again with no jump, and the quantity then grows by \(3\%\) per day. a) Write a three-branch piecewise exponential model \(Q(t)\) for \(t\ge0\). b) State whether the model is continuous at \(t=4\) and at \(t=10\), and justify each answer from the branch values. c) Find \(Q(12)\). Round to the nearest tenth.

Hints

- Treat each change time as a new elapsed-time origin for the factor that begins there. - At day \(4\), distinguish the value just before the intervention from the value immediately after it. - At day \(10\), use the value already reached by the second branch as the starting value of the third branch. - Continuity depends on whether the branch values agree at the breakpoint, not merely on whether both branches are exponential.

Solution

1. Before the first breakpoint, \(Q(t)=500(1.10)^t\) for \(0\le t<4\). 2. Just before day \(4\), the value is \(500(1.10)^4\). The intervention leaves \(80\%\) of that value, so the second branch begins at \(0.8\cdot500(1.10)^4\). 3. Therefore, \(Q(t)=0.8\cdot500(1.10)^4(0.95)^{t-4}\) for \(4\le t<10\). 4. At day \(10\), there is no jump. The second branch reaches \(0.8\cdot500(1.10)^4(0.95)^6\), so the third branch is \(Q(t)=0.8\cdot500(1.10)^4(0.95)^6(1.03)^{t-10}\) for \(t\ge10\). 5. At \(t=4\), the left-hand branch approaches \(500(1.10)^4\), while the actual branch value is \(80\%\) of that amount. The model is discontinuous there. 6. At \(t=10\), the second-branch value and third-branch starting value are identical, so the model is continuous there. 7. \(Q(12)=0.8\cdot500(1.10)^4(0.95)^6(1.03)^2\approx456.7\).

Answer

a) \(Q(t)=500(1.10)^t\) for \(0\le t<4\); \(Q(t)=0.8\cdot500(1.10)^4(0.95)^{t-4}\) for \(4\le t<10\); \(Q(t)=0.8\cdot500(1.10)^4(0.95)^6(1.03)^{t-10}\) for \(t\ge10\) b) Discontinuous at \(t=4\) because of the instantaneous \(20\%\) drop; continuous at \(t=10\) because the third branch starts from the second branch's day-10 value. c) \(Q(12)\approx456.7\)

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