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Introduction
1. Limits
2. Derivative basics
3. Advanced differentiation
4. Contextual uses
5. Analytical uses
6. Integration
7. Differential equations
7.1 Modeling & verifying solutions
7.2 Slope fields
7.3 Separation of variables
7.4 Exponential models
8. Applications of integrals
9. Testing details tag
Wrapping up
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7.4 Exponential models
Achievable AP Calculus AB
7. Differential equations
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Exponential models

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What you’ll learn:

  • How to derive the general solution to exponential differential equations
  • How the initial condition leads to the specific form y=y0​ekt

When a quantity changes at a rate proportional to its current size, it can be modeled by the differential equation

dtdy​=ky

Here, k is a constant of proportionality. (If k>0, the quantity grows; if k<0, it decays.)

Solving dtdy​=ky by separation of variables

Start by separating y terms from t terms:

y1​dy=kdt

Now integrate both sides:

∫y1​dy=∫kdt

ln∣y∣=kt+C

Exponentiate to solve for y:

y=ekt+C

y=ekt⋅eC

Since eC is a positive constant, we can replace it with a new constant (still called C):

y=Cekt

This is the general solution.

Using an initial condition

If the initial condition is y(0)=y0​, substitute t=0 and y=y0​ into y=Cekt:

y0​=Ce0

y0​=C

So the particular solution becomes

y=y0​ekt​

This equation models exponential growth or decay starting from the initial value y0​ at time t=0.

Examples

  1. A population grows at a rate proportional to its current size. If it doubles every 5 years, how many years will it take to triple?

Solution

(spoiler)

The differential equation that models this situation is

dtdP​=kP

and the general solution is

P(t)=P0​ekt

where P0​ is the initial population and P(t) is the population at time t (in years).

Since the population doubles after 5 years, P(5)=2P0​. Use this to find k:

2P0​=P0​e5k

2=e5k

ln(2)=5k

k=5ln(2)​

Now find the time t when the population is triple the initial population, P(t)=3P0​:

3P0​=P0​e(ln(2)/5)t

3=e(ln(2)/5)t

ln(3)=5ln(2)​t

t=ln(2)5ln(3)​

≈7.925

It will take roughly 8 years for the population to triple.

  1. A radioactive substance decays according to the model A(t)=A0​ekt. The half-life, or the time it takes for the substance to decay to half its original amount, is 10 hours.

a) What is the value of k?
b) If there is initially 100 grams of the substance, how long will it take to decay to 20 grams?

Solutions

a) Value of k

(spoiler)

The half-life of 10 hours means that when t=10, the amount is half the initial amount:

A(10)=21​A0​

Substitute into A(t)=A0​ekt:

21​A0​=A0​e10k

Divide by A0​ and solve for k:

21​=e10k

ln(1/2)=10k

k=10ln(1/2)​​

b) Time to decay from 100 to 20 grams

(spoiler)

Using k=10ln(0.5)​, the model is

A(t)=A0​eln(0.5)t/10

Now substitute A0​=100 and A(t)=20:

20=100eln(0.5)t/10

10020​=eln(0.5)t/10

ln(20/100)=10ln(0.5)​t

t=ln(20/100)⋅ln(0.5)10​

=23.219

It will take a little over 23 hours to decay from 100 to 20 grams.

Here is a question similar to #5 on the FRQ portion of the 2012 AB exam:

A tank is being filled with water, and the rate at which the water level rises is proportional to the difference between the tank’s maximum height and the current water level. At time t=0, the water is 10 cm deep. H(t) is the height of the water, in centimeters, at time t. minutes after filling begins. The tank has a maximum height of 120 cm. The rate of change of the water height is modeled by the differential equation

dtdH​=41​(120−H)

a) Is the water rising faster when the water level is at 30 cm or when it is at 90 cm?

b) Use separation of variables to write an expression for H(t), the particular solution to the differential equation with initial condition H(0)=10.

Solutions

a) 30 vs. 90 cm

(spoiler)

To compare how fast the water is rising, compare the rate

dtdH​=41​(120−H)

at the two heights.

  • When H=30:

    dtdH​=41​(120−30)=41​(90)=22.5

  • When H=90:

    dtdH​=41​(120−90)=41​(30)=7.5

Since 22.5>7.5, the water is rising faster when the water level is at 30 cm.

b) Expression for H(t)

(spoiler)

Separate the variables:

120−H1​dH=41​dt

Integrate both sides:

∫120−H1​dH=∫41​dt

−ln∣120−H∣=4t​+C

Plug in the initial condition H(0)=10 to find C:

−ln(120−10)=41​(0)+C

C=−ln(110)

Now solve for H:

−ln∣120−H∣=4t​−ln(110)

ln∣120−H∣=−4t​+ln(110)

ln∣120−H∣−ln(110)=−4t​

ln(110120−H​)=−4t​

110120−H​=e−t/4

120−H=110e−t/4

H(t)=120−110e−t/4​

Exponential differential equations: general solution

  • Modeled by dtdy​=ky
  • General solution: y=Cekt
  • k>0: growth; k<0: decay

Separation of variables method

  • Separate variables: y1​dy=kdt
  • Integrate: ln∣y∣=kt+C
  • Exponentiate: y=Cekt

Using initial condition

  • Substitute y(0)=y0​ into y=Cekt
  • Particular solution: y=y0​ekt

Population growth example

  • Model: P(t)=P0​ekt
  • Doubling time: k=5ln(2)​
  • Time to triple: t=ln(2)5ln(3)​≈7.93 years

Radioactive decay example

  • Model: A(t)=A0​ekt
  • Half-life T: k=Tln(1/2)​
  • Time to decay from 100 to 20 grams: t=ln(0.2)⋅ln(0.5)10​≈23.22 hours

Tank filling (non-standard exponential model)

  • Differential equation: dtdH​=41​(120−H)
  • Water rises faster at lower H (e.g., 30 cm vs 90 cm)
  • Solution with H(0)=10: H(t)=120−110e−t/4

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Exponential models

What you’ll learn:

  • How to derive the general solution to exponential differential equations
  • How the initial condition leads to the specific form y=y0​ekt

When a quantity changes at a rate proportional to its current size, it can be modeled by the differential equation

dtdy​=ky

Here, k is a constant of proportionality. (If k>0, the quantity grows; if k<0, it decays.)

Solving dtdy​=ky by separation of variables

Start by separating y terms from t terms:

y1​dy=kdt

Now integrate both sides:

∫y1​dy=∫kdt

ln∣y∣=kt+C

Exponentiate to solve for y:

y=ekt+C

y=ekt⋅eC

Since eC is a positive constant, we can replace it with a new constant (still called C):

y=Cekt

This is the general solution.

Using an initial condition

If the initial condition is y(0)=y0​, substitute t=0 and y=y0​ into y=Cekt:

y0​=Ce0

y0​=C

So the particular solution becomes

y=y0​ekt​

This equation models exponential growth or decay starting from the initial value y0​ at time t=0.

Examples

  1. A population grows at a rate proportional to its current size. If it doubles every 5 years, how many years will it take to triple?

Solution

(spoiler)

The differential equation that models this situation is

dtdP​=kP

and the general solution is

P(t)=P0​ekt

where P0​ is the initial population and P(t) is the population at time t (in years).

Since the population doubles after 5 years, P(5)=2P0​. Use this to find k:

2P0​=P0​e5k

2=e5k

ln(2)=5k

k=5ln(2)​

Now find the time t when the population is triple the initial population, P(t)=3P0​:

3P0​=P0​e(ln(2)/5)t

3=e(ln(2)/5)t

ln(3)=5ln(2)​t

t=ln(2)5ln(3)​

≈7.925

It will take roughly 8 years for the population to triple.

  1. A radioactive substance decays according to the model A(t)=A0​ekt. The half-life, or the time it takes for the substance to decay to half its original amount, is 10 hours.

a) What is the value of k?
b) If there is initially 100 grams of the substance, how long will it take to decay to 20 grams?

Solutions

a) Value of k

(spoiler)

The half-life of 10 hours means that when t=10, the amount is half the initial amount:

A(10)=21​A0​

Substitute into A(t)=A0​ekt:

21​A0​=A0​e10k

Divide by A0​ and solve for k:

21​=e10k

ln(1/2)=10k

k=10ln(1/2)​​

b) Time to decay from 100 to 20 grams

(spoiler)

Using k=10ln(0.5)​, the model is

A(t)=A0​eln(0.5)t/10

Now substitute A0​=100 and A(t)=20:

20=100eln(0.5)t/10

10020​=eln(0.5)t/10

ln(20/100)=10ln(0.5)​t

t=ln(20/100)⋅ln(0.5)10​

=23.219

It will take a little over 23 hours to decay from 100 to 20 grams.

Here is a question similar to #5 on the FRQ portion of the 2012 AB exam:

A tank is being filled with water, and the rate at which the water level rises is proportional to the difference between the tank’s maximum height and the current water level. At time t=0, the water is 10 cm deep. H(t) is the height of the water, in centimeters, at time t. minutes after filling begins. The tank has a maximum height of 120 cm. The rate of change of the water height is modeled by the differential equation

dtdH​=41​(120−H)

a) Is the water rising faster when the water level is at 30 cm or when it is at 90 cm?

b) Use separation of variables to write an expression for H(t), the particular solution to the differential equation with initial condition H(0)=10.

Solutions

a) 30 vs. 90 cm

(spoiler)

To compare how fast the water is rising, compare the rate

dtdH​=41​(120−H)

at the two heights.

  • When H=30:

    dtdH​=41​(120−30)=41​(90)=22.5

  • When H=90:

    dtdH​=41​(120−90)=41​(30)=7.5

Since 22.5>7.5, the water is rising faster when the water level is at 30 cm.

b) Expression for H(t)

(spoiler)

Separate the variables:

120−H1​dH=41​dt

Integrate both sides:

∫120−H1​dH=∫41​dt

−ln∣120−H∣=4t​+C

Plug in the initial condition H(0)=10 to find C:

−ln(120−10)=41​(0)+C

C=−ln(110)

Now solve for H:

−ln∣120−H∣=4t​−ln(110)

ln∣120−H∣=−4t​+ln(110)

ln∣120−H∣−ln(110)=−4t​

ln(110120−H​)=−4t​

110120−H​=e−t/4

120−H=110e−t/4

H(t)=120−110e−t/4​

Key points

Exponential differential equations: general solution

  • Modeled by dtdy​=ky
  • General solution: y=Cekt
  • k>0: growth; k<0: decay

Separation of variables method

  • Separate variables: y1​dy=kdt
  • Integrate: ln∣y∣=kt+C
  • Exponentiate: y=Cekt

Using initial condition

  • Substitute y(0)=y0​ into y=Cekt
  • Particular solution: y=y0​ekt

Population growth example

  • Model: P(t)=P0​ekt
  • Doubling time: k=5ln(2)​
  • Time to triple: t=ln(2)5ln(3)​≈7.93 years

Radioactive decay example

  • Model: A(t)=A0​ekt
  • Half-life T: k=Tln(1/2)​
  • Time to decay from 100 to 20 grams: t=ln(0.2)⋅ln(0.5)10​≈23.22 hours

Tank filling (non-standard exponential model)

  • Differential equation: dtdH​=41​(120−H)
  • Water rises faster at lower H (e.g., 30 cm vs 90 cm)
  • Solution with H(0)=10: H(t)=120−110e−t/4