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 $S(t)$?
$S(t)=3(0.7)^t$
$S(t)=3e^{0.7t}$
$S(t)=3e^{t/0.7}$
$S(t)=0.7e^{3t}$
$S(t)=3+0.7t$
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 quantity satisfies $\frac{dy}{dt}=-\ln 3, y$ with $y(0)=9$. Find $y(1)$.
$9e^{1/\ln 3}$
$3$
$9\ln 3$
$9-\ln 3$
$(\ln 3)e^{-9}$
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 $P(t)$?
$P(t)=90-0.05t$
$P(t)=-0.05e^{90t}$
$P(t)=90e^{-0.05t}$
$P(t)=90e^{0.05t}$
$P(t)=0.05e^{-90t}$
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 $y(5)$.
$25+1$
$25e^{1}$
$\frac{1}{5}e^{125}$
$25e^{25}$
$25\left(\frac{1}{5}\right)^5$
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 $A(4)$.
$0.5e^{-8}$
$-0.5e^{32}$
$8e^{2}$
$8e^{-2}$
$8-2$
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 decay process satisfies $\frac{dM}{dt}=kM$, $M(0)=6$, and $M(3)=6e^{-9}$. What is $k$?
$k=6$
$k=-3$
$k=3$
$k=-9$
$k=e^{-9}$
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 $y(t)$?
$7e^{t/k}$
$7e^{kt}$
$ke^{7t}$
$7k^{t}$
$7+kt$
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.
A radioactive sample satisfies $\frac{dM}{dt}=-0.4M$ with $M(0)=80$. What is $M(1)$?
$80e^{0.4}$
$80-0.4$
$-0.4e^{80}$
$0.4e^{-80}$
$80e^{-0.4}$
Explanation
This problem involves evaluating an exponential decay model at a specific time point. The differential equation dM/dt = -0.4M with M(0) = 80 gives us the solution M(t) = 80e^(-0.4t), representing radioactive decay. To find M(1), we substitute t = 1: M(1) = 80e^(-0.4×1) = 80e^(-0.4). The negative exponent confirms this is a decay process, where the amount decreases over time. Choice C uses a positive exponent, which would incorrectly model growth instead of decay for a radioactive sample. For decay problems, always verify that the exponent includes the negative sign when evaluating at specific time points.
A bacteria culture satisfies $\frac{dP}{dt}=0.3P$ with $P(0)=200$. Which function gives $P(t)$?
$P(t)=200e^{t/0.3}$
$P(t)=200e^{0.3t}$
$P(t)=0.3e^{200t}$
$P(t)=200+0.3t$
$P(t)=200(0.3)^t$
Explanation
This problem requires solving a first-order linear differential equation to find an exponential model. The equation $\frac{dP}{dt} = 0.3P$ indicates that the rate of change is proportional to the current population, which is the defining characteristic of exponential growth. When we separate variables and integrate, we get $\ln|P| = 0.3t + C$, which gives us $P = C e^{0.3t}$. Applying the initial condition $P(0) = 200$, we find $C = 200$, so $P(t) = 200 e^{0.3t}$. Choice D represents exponential decay with a base less than 1, which contradicts the positive growth rate. When solving differential equations of the form $\frac{dy}{dt} = ky$ with initial condition $y(0) = y_0$, always look for the solution $y(t) = y_0 e^{kt}$.
A population satisfies $\frac{dN}{dt}=kN$ and $N(0)=12$, $N(3)=12e^6$. What is $k$?
$k=e^6$
$k=6$
$k=\frac{1}{2}$
$k=2$
$k=12$
Explanation
This problem requires finding the growth constant in an exponential model using given boundary conditions. From $\frac{dN}{dt} = kN$ with $N(0) = 12$, we know $N(t) = 12e^{kt}$. Using the condition $N(3) = 12e^6$, we substitute: $12e^{k \times 3} = 12e^6$, which simplifies to $e^{3k} = e^6$. Taking natural logarithms of both sides gives $3k = 6$, so $k = 2$. The exponential form of the given condition directly reveals the relationship between k and time. Choice B would give k = 6, which fails because $3k$ would equal 18, not 6 as required. When finding growth constants, match the exponents in the exponential expressions to establish the relationship $kt = (\text{given exponent})$.