Exponential Models with Differential Equations
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AP Calculus AB › Exponential Models with Differential Equations
A population satisfies $\frac{dP}{dt}=kP$ and $P(0)>0$. Which property must hold for all $t$?
$P(t)=C+e^{kt}$
$P(t)$ becomes negative for large $t$
$P(t)=C-kt$
$P(t)=Ce^{kt}$
$P(t)=P(0)+kt$
Explanation
This problem involves analyzing the properties of exponential differential equation solutions. When we have $\frac{dP}{dt}=kP$ with $P(0)>0$, the population changes at a rate proportional to its current size. This proportional relationship always produces exponential solutions of the form $P(t) = Ce^{kt}$. Since $P(0) > 0$, we have $P(0) = Ce^{k \cdot 0} = C > 0$, so the constant $C$ is positive. Therefore, $P(t) = Ce^{kt}$ with $C > 0$ is the correct form for all solutions. Choice A would represent linear growth, which contradicts the proportional rate relationship. To verify exponential solutions: the form $Ce^{kt}$ emerges naturally from the proportional rate condition $\frac{dy}{dt} = ky$.
A population satisfies $\frac{dP}{dt}=0.18P$. Which is the general solution for $P(t)$?
$P(t)=0.18t+C$
$P(t)=C+e^{0.18t}$
$P(t)=Ce^{0.18t}$
$P(t)=P_0+0.18t$
$P(t)=Ce^{-0.18t}$
Explanation
This problem involves solving an exponential differential equation where the rate of change is proportional to the current value. When we have $\frac{dP}{dt}=0.18P$, this means the population grows at a rate proportional to its current size with proportionality constant 0.18. This type of differential equation has solutions of the form $P(t) = Ce^{kt}$ where $k$ is the proportionality constant. Since our constant is positive (0.18), we get exponential growth with $P(t) = Ce^{0.18t}$. Choice A represents linear growth, not exponential growth as required by the proportional relationship. To recognize exponential models: positive constants in $\frac{dy}{dt} = ky$ give growth ($Ce^{kt}$), negative constants give decay ($Ce^{-kt}$).
A savings balance $B(t)$ satisfies $\frac{dB}{dt}=0.07B$. Which function solves for $B(t)$?
$B(t)=Ce^{0.07t}$
$B(t)=Ce^{-0.07t}$
$B(t)=0.07t+C$
$B(t)=C+e^{0.07t}$
$B(t)=C-0.07t$
Explanation
This problem involves solving an exponential differential equation representing compound interest growth. When we have $\frac{dB}{dt}=0.07B$, the savings balance grows at a rate proportional to its current amount with rate 0.07. This represents continuous compound interest where larger balances earn proportionally more interest. The differential equation $\frac{dy}{dt} = ky$ has the general solution $y = Ce^{kt}$, so with $k = 0.07$, we get $B(t) = Ce^{0.07t}$. Choice A would represent simple interest (linear growth), but continuous compounding requires exponential growth. To identify compound interest: when growth rate is proportional to current balance ($\frac{dB}{dt} = rB$), the solution is always exponential ($Ce^{rt}$).
A radioactive sample satisfies $\frac{dM}{dt}=-\lambda M$ for constant $\lambda>0$. Which describes $M(t)$?
$M(t)=M_0-\lambda t$
$M(t)=Ce^{-\lambda t}$
$M(t)=Ce^{-\lambda t}+\lambda$
$M(t)=\lambda t+Ce^{-\lambda t}$
$M(t)=M_0e^{\lambda t}$
Explanation
This question tests exponential decay in the context of radioactive decay, a classic application of exponential differential equations. The equation dM/dt = -λM tells us the decay rate is proportional to the current amount, with λ > 0 ensuring decay (negative rate). Solving this differential equation gives M(t) = Ce^(-λt), where C represents the initial amount of radioactive material. The exponential function with negative exponent captures how the material decreases over time, never quite reaching zero but approaching it asymptotically. Choice A (M₀ - λt) would represent linear decay with constant rate λ, not the proportional decay that characterizes radioactive materials. For any differential equation dy/dt = -ky with k > 0, the solution is y = Ce^(-kt), representing exponential decay.
A quantity $y$ changes so that $\frac{dy}{dx}=3y$. Which is the general solution?
$y=C-3x$
$y=C+e^{3x}$
$y=Ce^{3x}$
$y=3x+C$
$y=Ce^{-3x}$
Explanation
This problem involves solving an exponential differential equation where the rate of change is proportional to the current quantity. When we have $\frac{dy}{dx}=3y$, the quantity $y$ changes at a rate proportional to its current value with proportionality constant 3. This positive constant indicates exponential growth, as larger values of $y$ produce proportionally larger rates of increase. The standard solution to $\frac{dy}{dx} = ky$ is $y = Ce^{kx}$, so with $k = 3$, we get $y = Ce^{3x}$. Choice A represents linear growth, which would occur if the rate were constant rather than proportional to the current value. To recognize exponential vs linear behavior: proportional rates always yield exponential solutions, while constant rates yield linear solutions.
An investment grows with $\frac{dV}{dt}=0.04V$. Which expression gives all possible $V(t)$?
$V(t)=C-0.04t$
$V(t)=C+e^{0.04t}$
$V(t)=0.04t+C$
$V(t)=Ce^{-0.04t}$
$V(t)=Ce^{0.04t}$
Explanation
This problem involves solving an exponential differential equation where the investment growth rate is proportional to the current value. When we have $\frac{dV}{dt}=0.04V$, the investment grows at a rate proportional to its current amount with proportionality constant 0.04. This represents compound interest where larger balances earn proportionally more interest. The differential equation $\frac{dy}{dt} = ky$ has the general solution $y = Ce^{kt}$, so with $k = 0.04$, we get $V(t) = Ce^{0.04t}$. Choice B would represent simple interest (linear growth), but compound interest requires the exponential relationship. To identify compound vs simple interest: proportional growth rates ($\frac{dV}{dt} = rV$) indicate compound interest with exponential solutions.
A temperature deviation $D(t)$ satisfies $\frac{dD}{dt}=-0.08D$. Which is the general solution?
$D(t)=0.08t+C$
$D(t)=C-0.08t$
$D(t)=C+e^{-0.08t}$
$D(t)=Ce^{-0.08t}$
$D(t)=Ce^{0.08t}$
Explanation
This problem involves solving an exponential differential equation representing exponential decay. When we have $\frac{dD}{dt}=-0.08D$, the temperature deviation decreases at a rate proportional to its current value with constant -0.08. This negative proportionality constant indicates exponential decay toward equilibrium temperature. The general solution to $\frac{dy}{dt} = ky$ is $y = Ce^{kt}$, so with $k = -0.08$, we get $D(t) = Ce^{-0.08t}$. Choice A represents linear decay, but temperature deviations typically follow Newton's law of cooling, which requires exponential decay. To identify temperature deviation models: negative constants in proportional rate equations always produce exponential approaches to equilibrium.
A radioactive sample satisfies $\frac{dM}{dt}=-kM$ with $k>0$. Which form matches $M(t)$?
$M(t)=C-kt$
$M(t)=Ce^{kt}$
$M(t)=Ce^{-kt}$
$M(t)=kt+C$
$M(t)=C+e^{-kt}$
Explanation
This problem involves solving an exponential differential equation representing radioactive decay. When we have $\frac{dM}{dt}=-kM$ with $k>0$, the mass decreases at a rate proportional to the current amount. The negative sign with positive $k$ indicates decay, as radioactive materials lose mass proportionally to how much remains. This proportional decay relationship always produces exponential solutions of the form $M(t) = Ce^{-kt}$. Choice A would represent growth rather than decay since it has a positive exponent. To distinguish growth from decay in exponential models: negative coefficients in $\frac{dy}{dt} = ky$ produce decay solutions with negative exponents ($Ce^{-kt}$).
A quantity follows $\frac{dy}{dx}=-\frac{3}{2}y$. Which family of functions satisfies this?
$y=C+e^{-(3/2)x}$
$y=Ce^{(3/2)x}$
$y=(3/2)x+C$
$y=Ce^{-(3/2)x}$
$y=-(3/2)x+C$
Explanation
This problem involves solving an exponential differential equation where the rate of change is proportional to the current quantity. When we have $\frac{dy}{dx}=-\frac{3}{2}y$, the quantity decreases at a rate proportional to its current value with constant $-\frac{3}{2}$. The negative fractional constant indicates exponential decay at a rate of 1.5 times the current value. The general solution to $\frac{dy}{dx} = ky$ is $y = Ce^{kx}$, so with $k = -\frac{3}{2}$, we get $y = Ce^{-(3/2)x}$. Choice C represents linear decay, but the proportional relationship requires exponential rather than linear behavior. To handle fractional decay constants: negative fractions in proportional rate equations still produce exponential decay solutions with the same fractional exponent.
A bacteria culture follows $\frac{dN}{dt}=kN$ with $k>0$. Which describes all solutions?
$N(t)=Ce^{-kt}$
$N(t)=C+e^{kt}$
$N(t)=kt+C$
$N(t)=C-kt$
$N(t)=Ce^{kt}$
Explanation
This problem involves solving an exponential differential equation where the growth rate is proportional to the current population size. When we have $\frac{dN}{dt}=kN$ with $k>0$, the bacteria culture grows at a rate directly proportional to its current size. This proportional relationship creates exponential growth because larger populations produce proportionally more offspring. The standard form for solving $\frac{dy}{dt} = ky$ is $y = Ce^{kt}$, so our solution becomes $N(t) = Ce^{kt}$. Choice A represents linear growth, which would occur if the growth rate were constant rather than proportional to size. To distinguish exponential from linear models: proportional rates ($\frac{dy}{dt} = ky$) always yield exponential solutions ($Ce^{kt}$), while constant rates yield linear solutions.