Exponential Models with Differential Equations
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AP Calculus BC › Exponential Models with Differential Equations
A tumor size satisfies $\frac{dS}{dt}=0.7S$ with $S(0)=3$. What is $S(t)$?
$S(t)=3+0.7t$
$S(t)=3e^{0.7t}$
$S(t)=3e^{t/0.7}$
$S(t)=3(0.7)^t$
$S(t)=0.7e^{3t}$
Explanation
This problem models exponential growth in biological systems through differential equations. The equation dS/dt = 0.7S with S(0) = 3 indicates tumor growth at a rate proportional to current size, characteristic of unrestricted exponential growth. Solving by separation of variables gives S(t) = 3e^(0.7t), where the positive coefficient creates exponential increase. The initial condition S(0) = 3 determines the coefficient in front of the exponential function. Choice D uses a base other than e, which doesn't arise naturally from the differential equation solution process. When modeling biological growth, recognize that dy/dt = ky with positive k always leads to solutions of the form y₀e^(kt).
A capacitor charge satisfies $\frac{dQ}{dt}=-3Q$ with $Q(0)=2$. What is $Q(t)$?
$Q(t)=-3e^{2t}$
$Q(t)=2e^{-3t}$
$Q(t)=2-3t$
$Q(t)=2e^{3t}$
$Q(t)=3e^{-2t}$
Explanation
This problem models exponential decay in electrical systems. The differential equation dQ/dt = -3Q with Q(0) = 2 represents capacitor discharge, where charge decreases rapidly due to the large coefficient -3. The solution Q(t) = 2e^(-3t) shows exponential decrease from initial charge 2, with the coefficient -3 creating rapid discharge. This models realistic capacitor behavior in RC circuits where charge decays exponentially. Choice C incorrectly uses a positive exponent, which would model charge accumulation rather than the expected discharge in a capacitor system. For electrical discharge problems, ensure negative rate constants produce decreasing exponential functions representing charge loss.
A chemical amount satisfies $\frac{dQ}{dt}=-\frac{1}{3}Q$ with $Q(0)=9$. Which is $Q(t)$?
$Q(t)=\frac{1}{3}e^{-9t}$
$Q(t)=9\left(-\frac{1}{3}\right)^t$
$Q(t)=9e^{-t/3}$
$Q(t)=9e^{t/3}$
$Q(t)=9-\frac{t}{3}$
Explanation
This problem involves solving exponential decay with a fractional coefficient. The differential equation dQ/dt = -1/3 Q with Q(0) = 9 represents chemical decomposition at a rate proportional to the remaining amount. The solution is Q(t) = 9e^(-t/3), where the negative fractional coefficient -1/3 creates the exponent -t/3. The fraction in the rate coefficient becomes the denominator when written as a negative exponent. Choice B incorrectly places the fraction as a coefficient outside the exponential rather than within the exponent. When dealing with fractional rate constants, ensure the fraction appears in the exponent as -t/k where k is the reciprocal of the rate magnitude.
A quantity satisfies $\frac{dy}{dt}=-\ln 3, y$ with $y(0)=9$. Find $y(1)$.
$(\ln 3)e^{-9}$
$3$
$9-\ln 3$
$9\ln 3$
$9e^{1/\ln 3}$
Explanation
This problem involves exponential decay with a logarithmic rate constant. From dy/dt = -(ln 3)y with y(0) = 9, we get y(t) = 9e^(-(ln 3)t). To find y(1): y(1) = 9e^(-(ln 3)×1) = 9e^(-ln 3). Using the property e^(-ln a) = 1/a, we have e^(-ln 3) = 1/3, so y(1) = 9×(1/3) = 3. The logarithmic decay constant creates a specific pattern where the quantity is divided by 3 over unit time. Choice B incorrectly multiplies by ln 3 rather than recognizing the exponential-logarithm relationship. When decay constants involve logarithms, use properties like e^(-ln a) = 1/a to evaluate the expressions.
A lake pollutant satisfies $\frac{dP}{dt}=-0.05P$ with $P(0)=90$. Which is $P(t)$?
$P(t)=-0.05e^{90t}$
$P(t)=90-0.05t$
$P(t)=90e^{0.05t}$
$P(t)=0.05e^{-90t}$
$P(t)=90e^{-0.05t}$
Explanation
This problem models exponential decay in environmental cleanup. The differential equation dP/dt = -0.05P with P(0) = 90 represents pollutant removal at a rate proportional to current concentration, common in natural degradation processes. The solution P(t) = 90e^(-0.05t) shows exponential decrease from initial pollutant level 90, with coefficient -0.05 indicating moderate cleanup rate. This models realistic environmental remediation where pollutant concentration decreases exponentially over time. Choice C incorrectly uses a positive exponent, which would model pollutant accumulation rather than the expected removal in environmental cleanup processes. For pollution decay models, always verify that negative rate constants produce decreasing pollutant concentrations.
A quantity satisfies $\frac{dy}{dt}=\frac{1}{5}y$ with $y(0)=25$. Find $y(5)$.
$25\left(\frac{1}{5}\right)^5$
$25e^{1}$
$25+1$
$\frac{1}{5}e^{125}$
$25e^{25}$
Explanation
This problem requires evaluating an exponential growth model with a fractional rate. From dy/dt = (1/5)y with y(0) = 25, we get y(t) = 25e^((1/5)t). To find y(5): y(5) = 25e^((1/5)×5) = $25e^1$. The fractional growth rate 1/5 multiplied by time 5 gives the simple exponent 1, making the evaluation straightforward. This represents moderate growth over time period 5, reaching 25e times the original amount. Choice C incorrectly uses the time value as part of a larger exponent, which has no basis in the solution method for this differential equation. When working with fractional rates, carefully multiply by the time value to determine the final exponent.
A drug amount satisfies $\frac{dA}{dt}=-0.5A$ with $A(0)=8$. Find $A(4)$.
$0.5e^{-8}$
$8e^{2}$
$8e^{-2}$
$-0.5e^{32}$
$8-2$
Explanation
This problem involves evaluating an exponential decay model for pharmacokinetics. From dA/dt = -0.5A with A(0) = 8, we get A(t) = 8e^(-0.5t). To find A(4): A(4) = 8e^(-0.5×4) = 8e^(-2). This represents drug elimination following first-order kinetics, where half of the remaining drug is eliminated per unit time proportional to the rate constant. The calculation shows the drug amount after 4 time units of elimination. Choice C uses a positive exponent, which would incorrectly model drug accumulation rather than elimination from the body. For pharmacokinetic decay problems, ensure the negative rate constant produces decreasing drug concentrations over time.
A fish population satisfies $\frac{dF}{dt}=0.08F$ with $F(0)=250$. Which is $F(t)$?
$F(t)=250e^{t/0.08}$
$F(t)=0.08e^{250t}$
$F(t)=250e^{0.08t}$
$F(t)=250(0.08)^t$
$F(t)=250+0.08t$
Explanation
This problem applies exponential modeling to population dynamics. The differential equation dF/dt = 0.08F with F(0) = 250 represents fish population growth at 8% rate, common in biological systems with abundant resources. The solution F(t) = 250e^(0.08t) shows population increasing exponentially from the initial 250 fish. The positive coefficient 0.08 ensures population growth rather than decline over time. Choice D uses an incorrect base $(0.08)^t$ instead of e^(0.08t), which doesn't arise from solving the differential equation and would represent a very different growth pattern. For population models, always use the natural exponential function e with the growth rate as the exponent coefficient.
A decay process satisfies $\frac{dM}{dt}=kM$, $M(0)=6$, and $M(3)=6e^{-9}$. What is $k$?
$k=-3$
$k=e^{-9}$
$k=-9$
$k=3$
$k=6$
Explanation
This problem involves finding the decay constant from given conditions over time. From $\frac{dM}{dt} = kM$ with $M(0) = 6$ and $M(3) = 6e^{-9}$, we know $M(t) = 6e^{kt}$. Substituting the condition at t = 3: $6e^{k \times 3} = 6e^{-9}$, which simplifies to $e^{3k} = e^{-9}$. Therefore, $3k = -9$, giving $k = -3$. The negative value confirms this models a decay process where material decreases over time. Choice C gives $k = 3$, which would produce $M(3) = 6e^{9}$ instead of the required $6e^{-9}$, representing growth rather than decay. When finding decay constants, ensure the rate constant is negative to match decreasing exponential behavior.
A quantity satisfies $\frac{dy}{dt}=ky$ and $y(0)=7$. Which expression must equal $y(t)$?
$7+kt$
$ke^{7t}$
$7e^{t/k}$
$7k^{t}$
$7e^{kt}$
Explanation
This problem tests understanding of the general form of exponential models. The differential equation dy/dt = ky with y(0) = 7 represents the fundamental exponential growth or decay equation, depending on the sign of k. The general solution is always y(t) = y₀e^(kt), where y₀ is the initial condition. Since y₀ = 7, the solution must be y(t) = 7e^(kt). The constant k determines whether we have growth (k > 0) or decay (k < 0), but the form remains the same. Choice B incorrectly places k as a coefficient outside the exponential, which doesn't satisfy the original differential equation. For any differential equation of the form dy/dt = ky, the solution is always y(t) = y₀e^(kt) regardless of the specific value of k.