Gilbert Strang; Edwin “Jed” Herman

Learning Objectives

1.6.1 Integrate functions involving exponential functions.
1.6.2 Integrate functions involving logarithmic functions.

Exponential and logarithmic functions are used to model population growth, cell growth, and financial growth, as well as depreciation, radioactive decay, and resource consumption, to name only a few applications. In this section, we explore integration involving exponential and logarithmic functions.

Integrals of Exponential Functions

The exponential function is perhaps the most efficient function in terms of the operations of calculus. The exponential function, $y = e^{x},$ is its own derivative and its own integral.

Rule: Integrals of Exponential Functions

Exponential functions can be integrated using the following formulas.

\begin{matrix} \int e^{x} d x & = & e^{x} + C \\ \int a^{x} d x & = & \frac{a^{x}}{ln a} + C \end{matrix}

(1.21)

Example 1.37

Finding an Antiderivative of an Exponential Function

Find the antiderivative of the exponential function e^−x.

Solution

Use substitution, setting $u = − x,$ and then $d u = −1 d x .$ Multiply the du equation by −1, so you now have $− d u = d x .$ Then,

\begin{matrix} \int e^{− x} d x & = − \int e^{u} d u \\ = − e^{u} + C \\ = − e^{− x} + C . \end{matrix}

Checkpoint 1.31

Find the antiderivative of the function using substitution: $x^{2} e^{−2 x^{3}} .$

A common mistake when dealing with exponential expressions is treating the exponent on e the same way we treat exponents in polynomial expressions. We cannot use the power rule for the exponent on e. This can be especially confusing when we have both exponentials and polynomials in the same expression, as in the previous checkpoint. In these cases, we should always double-check to make sure we’re using the right rules for the functions we’re integrating.

Example 1.38

Square Root of an Exponential Function

Find the antiderivative of the exponential function $e^{x} \sqrt{1 + e^{x}} .$

Solution

First rewrite the problem using a rational exponent:

\int e^{x} \sqrt{1 + e^{x}} d x = \int e^{x} {(1 + e^{x})}^{1 / 2} d x .

Using substitution, choose $u = 1 + e^{x} .$ Then, $d u = e^{x} d x .$ We have (Figure 1.37)

\int e^{x} {(1 + e^{x})}^{1 / 2} d x = \int u^{1 / 2} d u .

Then

\int u^{1 / 2} d u = \frac{u^{3 / 2}}{3 / 2} + C = \frac{2}{3} u^{3 / 2} + C = \frac{2}{3} {(1 + e^{x})}^{3 / 2} + C .

A graph of the function f(x) = e^x * sqrt(1 + e^x), which is an increasing concave up curve, over [-3, 1]. It begins close to the x axis in quadrant two, crosses the y axis at (0, sqrt(2)), and continues to increase rapidly.

Figure 1.37 The graph shows an exponential function times the square root of an exponential function.

Checkpoint 1.32

Find the antiderivative of $e^{x} {(3 e^{x} - 2)}^{2} .$

Example 1.39

Using Substitution with an Exponential Function

Use substitution to evaluate the indefinite integral $\int 3 x^{2} e^{2 x^{3}} d x .$

Solution

Here we choose to let u equal the expression in the exponent on e. Let $u = 2 x^{3}$ and $d u = 6 x^{2} d x . .$ Again, du is off by a constant multiplier; the original function contains a factor of 3x², not 6x². Multiply both sides of the equation by $\frac{1}{2}$ so that the integrand in u equals the integrand in x. Thus,

\int 3 x^{2} e^{2 x^{3}} d x = \frac{1}{2} \int e^{u} d u .

Integrate the expression in u and then substitute the original expression in x back into the u integral:

\frac{1}{2} \int e^{u} d u = \frac{1}{2} e^{u} + C = \frac{1}{2} e^{2 x^{3}} + C .

Checkpoint 1.33

Evaluate the indefinite integral $\int 2 x^{3} e^{x^{4}} d x .$

As mentioned at the beginning of this section, exponential functions are used in many real-life applications. The number e is often associated with compounded or accelerating growth, as we have seen in earlier sections about the derivative. Although the derivative represents a rate of change or a growth rate, the integral represents the total change or the total growth. Let’s look at an example in which integration of an exponential function solves a common business application.

A price–demand function tells us the relationship between the quantity of a product demanded and the price of the product. In general, price decreases as quantity demanded increases. The marginal price–demand function is the derivative of the price–demand function and it tells us how fast the price changes at a given level of production. These functions are used in business to determine the price–elasticity of demand, and to help companies determine whether changing production levels would be profitable.

Example 1.40

Finding a Price–Demand Equation

Find the price–demand equation for a particular brand of toothpaste at a supermarket chain when the demand is 50 tubes per week at $2.35 per tube, given that the marginal price—demand function, $p^{'} (x),$ for x number of tubes per week, is given as

p' (x) = −0.015 e^{−0.01 x} .

If the supermarket chain sells 100 tubes per week, what price should it set?

Solution

To find the price–demand equation, integrate the marginal price–demand function. First find the antiderivative, then look at the particulars. Thus,

\begin{matrix} p (x) & = \int −0.015 e^{−0.01 x} d x \\ = −0.015 \int e^{−0.01 x} d x . \end{matrix}

Using substitution, let $u = −0.01 x$ and $d u = −0.01 d x .$ Then, divide both sides of the du equation by −0.01. This gives

\begin{matrix} \frac{−0.015}{−0.01} \int e^{u} d u & = 1.5 \int e^{u} d u \\ = 1.5 e^{u} + C \\ = 1.5 e^{−0.01 x} + C . \end{matrix}

The next step is to solve for C. We know that when the price is $2.35 per tube, the demand is 50 tubes per week. This means

\begin{matrix} p (50) & = 1.5 e^{−0.01 (50)} + C \\ = 2.35 . \end{matrix}

Now, just solve for C:

\begin{matrix} C & = 2.35 - 1.5 e^{−0.5} \\ = 2.35 - 0.91 \\ = 1.44 . \end{matrix}

Thus,

p (x) = 1.5 e^{−0.01 x} + 1.44 .

If the supermarket sells 100 tubes of toothpaste per week, the price would be

p (100) = 1.5 e^{−0.01 (100)} + 1.44 = 1.5 e^{−1} + 1.44 \approx 1.99 .

The supermarket should charge $1.99 per tube if it is selling 100 tubes per week.

Example 1.41

Evaluating a Definite Integral Involving an Exponential Function

Evaluate the definite integral $\int_{1}^{2} e^{1 - x} d x .$

Solution

Again, substitution is the method to use. Let $u = 1 - x,$ so $d u = −1 d x$ or $− d u = d x .$ Then $\int e^{1 - x} d x = − \int e^{u} d u .$ Next, change the limits of integration. Using the equation $u = 1 - x,$ we have

\begin{matrix} u = 1 - (1) = 0 \\ u = 1 - (2) = −1 . \end{matrix}

The integral then becomes

\begin{matrix} \int_{1}^{2} e^{1 - x} d x & = − \int_{0}^{−1} e^{u} d u \\ = \int_{−1}^{0} e^{u} d u \\ = {e^{u} |}_{−1}^{0} \\ = e^{0} - (e^{−1}) \\ = − e^{−1} + 1. \end{matrix}

See Figure 1.38.

A graph of the function f(x) = e^(1-x) over [0, 3]. It crosses the y axis at (0, e) as a decreasing concave up curve and symptotically approaches 0 as x goes to infinity.

Figure 1.38 The indicated area can be calculated by evaluating a definite integral using substitution.

Checkpoint 1.34

Evaluate $\int_{0}^{2} e^{2 x} d x .$

Example 1.42

Growth of Bacteria in a Culture

Suppose the rate of growth of bacteria in a Petri dish is given by $q (t) = 3^{t},$ where t is given in hours and $q (t)$ is given in thousands of bacteria per hour. If a culture starts with 10,000 bacteria, find a function $Q (t)$ that gives the number of bacteria in the Petri dish at any time t. How many bacteria are in the dish after 2 hours?

Solution

We have

Q (t) = \int 3^{t} d t = \frac{3^{t}}{ln 3} + C .

Then, at $t = 0$ we have $Q (0) = 10 = \frac{1}{ln 3} + C,$ so $C \approx 9.090$ and we get

Q (t) = \frac{3^{t}}{ln 3} + 9.090 .

At time $t = 2,$ we have

Q (2) = \frac{3^{2}}{ln 3} + 9.090

= 17.282 .

After 2 hours, there are 17,282 bacteria in the dish.

Checkpoint 1.35

From Example 1.42, suppose the bacteria grow at a rate of $q (t) = 2^{t} .$ Assume the culture still starts with 10,000 bacteria. Find $Q (t) .$ How many bacteria are in the dish after 3 hours?

Example 1.43

Fruit Fly Population Growth

Suppose a population of fruit flies increases at a rate of $g (t) = 2 e^{0.02 t},$ in flies per day. If the initial population of fruit flies is 100 flies, how many flies are in the population after 10 days?

Solution

Let $G (t)$ represent the number of flies in the population at time t. Applying the net change theorem, we have

\begin{matrix} G (10) & = G (0) + \int_{0}^{10} 2 e^{0.02 t} d t \\ = 100 + {[\frac{2}{0.02} e^{0.02 t}] |}_{0}^{10} \\ = 100 + {[100 e^{0.02 t}] |}_{0}^{10} \\ = 100 + 100 e^{0.2} - 100 \\ \approx 122 . \end{matrix}

There are 122 flies in the population after 10 days.

Checkpoint 1.36

Suppose the rate of growth of the fly population is given by $g (t) = e^{0.01 t},$ and the initial fly population is 100 flies. How many flies are in the population after 15 days?

Example 1.44

Evaluating a Definite Integral Using Substitution

Evaluate the definite integral using substitution: $\int_{1}^{2} \frac{e^{1 / x}}{x^{2}} d x .$

Solution

This problem requires some rewriting to simplify applying the properties. First, rewrite the exponent on e as a power of x, then bring the x² in the denominator up to the numerator using a negative exponent. We have

\int_{1}^{2} \frac{e^{1 / x}}{x^{2}} d x = \int_{1}^{2} e^{x^{−1}} x^{−2} d x .

Let $u = x^{−1},$ the exponent on e. Then

\begin{matrix} d u & = − x^{−2} d x \\ - d u & = x^{−2} d x . \end{matrix}

Bringing the negative sign outside the integral sign, the problem now reads

− \int e^{u} d u .

Next, change the limits of integration:

\begin{array}{l} u = {(1)}^{−1} = 1 \\ u = {(2)}^{−1} = \frac{1}{2} . \end{array}

Notice that now the limits begin with the larger number, meaning we must multiply by −1 and interchange the limits. Thus,

\begin{array}{l} − \int_{1}^{1 / 2} e^{u} d u & = \int_{1 / 2}^{1} e^{u} d u \\ = e^{u} |_{1 / 2}^{1} \\ = e - e^{1 / 2} \\ = e - \sqrt{e} . \end{array}

Checkpoint 1.37

Evaluate the definite integral using substitution: $\int_{1}^{2} \frac{1}{x^{3}} e^{4 x^{−2}} d x .$

Integrals Involving Logarithmic Functions

Integrating functions of the form $f (x) = x^{−1}$ result in the absolute value of the natural log function, as shown in the following rule. Integral formulas for other logarithmic functions, such as $f (x) = ln x$ and $f (x) = {log}_{a} x,$ are also included in the rule.

Rule: Integration Formulas Involving Logarithmic Functions

The following formulas can be used to evaluate integrals involving logarithmic functions.

\begin{matrix} \int x^{−1} d x & = & ln | x | + C \\ \int ln x d x & = & x ln x - x + C = x (ln x - 1) + C \\ \int {log}_{a} x d x & = & \frac{x}{ln a} (ln x - 1) + C \end{matrix}

(1.22)

Example 1.45

Finding an Antiderivative Involving $ln x$

Find the antiderivative of the function $\frac{3}{x - 10} .$

Solution

First factor the 3 outside the integral symbol. Then use the u⁻¹ rule. Thus,

\begin{array}{l} \int \frac{3}{x - 10} d x & = 3 \int \frac{1}{x - 10} d x \\ = 3 \int \frac{d u}{u} \\ = 3 ln | u | + C \\ = 3 ln | x - 10 | + C, x \neq 10 . \end{array}

See Figure 1.39.

A graph of the function f(x) = 3 / (x – 10). There is an asymptote at x=10. The first segment is a decreasing concave down curve that approaches 0 as x goes to negative infinity and approaches negative infinity as x goes to 10. The second segment is a decreasing concave up curve that approaches infinity as x goes to 10 and approaches 0 as x approaches infinity.

Figure 1.39 The domain of this function is

x \neq 10 .

Checkpoint 1.38

Find the antiderivative of $\frac{1}{x + 2} .$

Example 1.46

Finding an Antiderivative of a Rational Function

Find the antiderivative of $\frac{2 x^{3} + 3 x}{x^{4} + 3 x^{2}} .$

Solution

This can be rewritten as $\int (2 x^{3} + 3 x) {(x^{4} + 3 x^{2})}^{−1} d x .$ Use substitution. Let $u = x^{4} + 3 x^{2},$ then $d u = 4 x^{3} + 6 x .$ Alter du by factoring out the 2. Thus,

\begin{matrix} d u & = & (4 x^{3} + 6 x) d x \\ = & 2 (2 x^{3} + 3 x) d x \\ \frac{1}{2} d u & = & (2 x^{3} + 3 x) d x . \end{matrix}

Rewrite the integrand in u:

\int (2 x^{3} + 3 x) {(x^{4} + 3 x^{2})}^{−1} d x = \frac{1}{2} \int u^{−1} d u .

Then we have

\begin{array}{l} \frac{1}{2} \int u^{−1} d u & = \frac{1}{2} ln | u | + C \\ = \frac{1}{2} ln | x^{4} + 3 x^{2} | + C . \end{array}

Example 1.47

Finding an Antiderivative of a Logarithmic Function

Find the antiderivative of the log function ${log}_{2} x .$

Solution

Follow the format in the formula listed in the rule on integration formulas involving logarithmic functions. Based on this format, we have

\int {log}_{2} x d x = \frac{x}{ln 2} (ln x - 1) + C .

Checkpoint 1.39

Find the antiderivative of ${log}_{3} x .$

Example 1.48 is a definite integral of a trigonometric function. With trigonometric functions, we often have to apply a trigonometric property or an identity before we can move forward. Finding the right form of the integrand is usually the key to a smooth integration.

Example 1.48

Evaluating a Definite Integral

Find the definite integral of $\int_{0}^{π / 2} \frac{sin x}{1 + cos x} d x .$

Solution

We need substitution to evaluate this problem. Let $u = 1 + cos x,,$ so $d u = − sin x d x .$ Rewrite the integral in terms of u, changing the limits of integration as well. Thus,

\begin{matrix} u = 1 + cos (0) = 2 \\ u = 1 + cos (\frac{π}{2}) = 1 . \end{matrix}

Then

\begin{matrix} \int_{0}^{π / 2} \frac{sin x}{1 + cos x} & = − \int_{2}^{1} u^{−1} d u \\ = \int_{1}^{2} u^{−1} d u \\ = {ln | u | |}_{1}^{2} \\ = [ln 2 - ln 1] \\ = ln 2. \end{matrix}

Section 1.6 Exercises

In the following exercises, compute each indefinite integral.

320.

$\int e^{2 x} d x$

321.

$\int e^{−3 x} d x$

322.

$\int 2^{x} d x$

323.

$\int 3^{− x} d x$

324.

$\int \frac{1}{2 x} d x$

325.

$\int \frac{2}{x} d x$

326.

$\int \frac{1}{x^{2}} d x$

327.

$\int \frac{1}{\sqrt{x}} d x$

In the following exercises, find each indefinite integral by using appropriate substitutions.

328.

$\int \frac{ln x}{x} d x$

329.

$\int \frac{d x}{x {(ln x)}^{2}}$

330.

$\int \frac{d x}{x ln x} (x > 1)$

331.

$\int \frac{d x}{x ln x ln (ln x)}$

332.

$\int tan θ d θ$

333.

$\int \frac{cos x - x sin x}{x cos x} d x$

334.

$\int \frac{ln (sin x)}{tan x} d x$

335.

$\int ln (cos x) tan x d x$

336.

$\int x e^{− x^{2}} d x$

337.

$\int x^{2} e^{− x^{3}} d x$

338.

$\int e^{sin x} cos x d x$

339.

$\int e^{tan x} {sec}^{2} x d x$

340.

$\int e^{ln x} \frac{d x}{x}$

341.

$\int \frac{e^{ln (1 - t)}}{1 - t} d t$

In the following exercises, verify by differentiation that $\int ln x d x = x (ln x - 1) + C,$ then use appropriate changes of variables to compute the integral.

342.

$\int x ln x d x$ $(H i n t : \int x ln x d x = \frac{1}{2} \int x ln (x^{2}) d x)$

343.

$\int x^{2} ln(x^{2}) d x$

344.

$\int \frac{ln x}{x^{2}} d x$ $(H i n t : Set u = \frac{1}{x} .)$

345.

$\int \frac{ln x}{\sqrt{x}} d x$ $(H i n t : Set u = \sqrt{x} .)$

346.

Write an integral to express the area under the graph of $y = \frac{1}{t}$ from $t = 1$ to e^x and evaluate the integral.

347.

Write an integral to express the area under the graph of $y = e^{t}$ between $t = 0$ and $t = ln x,$ and evaluate the integral.

In the following exercises, use appropriate substitutions to express the trigonometric integrals in terms of compositions with logarithms.

348.

$\int tan (2 x) d x$

349.

$\int \frac{sin (3 x) - cos (3 x)}{sin (3 x) + cos (3 x)} d x$

350.

$\int \frac{x sin (x^{2})}{cos (x^{2})} d x$

351.

$\int x csc (x^{2}) d x$

352.

$\int ln (cos x) tan x d x$

353.

$\int ln (csc x) cot x d x$

354.

$\int \frac{e^{x} - e^{− x}}{e^{x} + e^{− x}} d x$

In the following exercises, evaluate the definite integral.

355.

$\int_{1}^{2} \frac{1 + 2 x + x^{2}}{3 x + 3 x^{2} + x^{3}} d x$

356.

$\int_{0}^{π / 4} tan x d x$

357.

$\int_{0}^{π / 3} \frac{sin x - cos x}{sin x + cos x} d x$

358.

$\int_{π / 6}^{π / 2} csc x d x$

359.

$\int_{π / 4}^{π / 3} cot x d x$

In the following exercises, integrate using the indicated substitution.

360.

$\int \frac{x}{x - 100} d x; u = x - 100$

361.

$\int \frac{y - 1}{y + 1} d y; u = y + 1$

362.

$\int \frac{1 - x^{2}}{3 x - x^{3}} d x; u = 3 x - x^{3}$

363.

$\int \frac{sin x + cos x}{sin x - cos x} d x; u = sin x - cos x$

364.

$\int e^{2 x} \sqrt{1 - e^{2 x}} d x; u = e^{2 x}$

365.

$\int ln (x) \frac{\sqrt{1 - {(ln x)}^{2}}}{x} d x; u = ln x$

In the following exercises, does the right-endpoint approximation overestimate or underestimate the exact area? Calculate the right endpoint estimate R₅₀ and solve for the exact area.

366.

[T] $y = e^{x}$ over $[0, 1]$

367.

[T] $y = e^{− x}$ over $[0, 1]$

368.

[T] $y = ln (x)$ over $[1, 2]$

369.

[T] $y = \frac{x + 1}{x^{2} + 2 x + 6}$ over $[0, 1]$

370.

[T] $y = 2^{x}$ over $[−1, 0]$

371.

[T] $y = − 2^{− x}$ over $[0, 1]$

In the following exercises, $f (x) \geq 0$ for $a \leq x \leq b .$ Find the area under the graph of $f (x)$ between the given values a and b by integrating.

372.

$f (x) = \frac{{log}_{10} (x)}{x}; a = 10, b = 100$

373.

$f (x) = \frac{{log}_{2} (x)}{x}; a = 32, b = 64$

374.

$f (x) = 2^{− x}; a = 1, b = 2$

375.

$f (x) = 2^{− x}; a = 3, b = 4$

376.

Find the area under the graph of the function $f (x) = x e^{− x^{2}}$ between $x = 0$ and $x = 5 .$

377.

Compute the integral of $f (x) = x e^{− x^{2}}$ and find the smallest value of N such that the area under the graph $f (x) = x e^{− x^{2}}$ between $x = N$ and $x = N + 1$ is, at most, 0.01.

378.

Find the limit, as N tends to infinity, of the area under the graph of $f (x) = x e^{− x^{2}}$ between $x = 0$ and $x = N .$

379.

Show that $\int_{a}^{b} \frac{d t}{t} = \int_{1 / b}^{1 / a} \frac{d t}{t}$ when $0 < a \leq b .$

380.

Suppose that $f (x) > 0$ for all x and that f and g are differentiable. Use the identity $f^{g} = e^{g ln f}$ and the chain rule to find the derivative of $f^{g} .$

381.

Use the previous exercise to find the antiderivative of $h (x) = x^{x} (1 + ln x)$ and evaluate $\int_{2}^{3} x^{x} (1 + ln x) d x .$

382.

Show that if $c > 0,$ then the integral of $1 / x$ from ac to bc $(0 < a < b)$ is the same as the integral of $1 / x$ from a to b.

The following exercises are intended to derive the fundamental properties of the natural log starting from the definition $ln (x) = \int_{1}^{x} \frac{d t}{t},$ using properties of the definite integral and making no further assumptions.

383.

Use the identity $ln (x) = \int_{1}^{x} \frac{d t}{t}$ to derive the identity $ln (\frac{1}{x}) = − ln x .$

384.

Use a change of variable in the integral $\int_{1}^{x y} \frac{1}{t} d t$ to show that $ln x y = ln x + ln y for x, y > 0 .$

385.

Use the identity $ln x = \int_{1}^{x} \frac{d t}{t}$ to show that $ln (x)$ is an increasing function of x on $[0, \infty),$ and use the previous exercises to show that the range of $ln (x)$ is $(− \infty, \infty) .$ Without any further assumptions, conclude that $ln (x)$ has an inverse function defined on $(− \infty, \infty) .$

386.

Pretend, for the moment, that we do not know that $e^{x}$ is the inverse function of $ln (x),$ but keep in mind that $ln (x)$ has an inverse function defined on $(− \infty, \infty) .$ Call it E. Use the identity $ln x y = ln x + ln y$ to deduce that $E (a + b) = E (a) E (b)$ for any real numbers a, b.

387.

Pretend, for the moment, that we do not know that $e^{x}$ is the inverse function of $ln x,$ but keep in mind that $ln x$ has an inverse function defined on $(− \infty, \infty) .$ Call it E. Show that $E' (t) = E (t) .$

388.

The sine integral, defined as $S (x) = \int_{0}^{x} \frac{sin t}{t} d t$ is an important quantity in engineering. Although it does not have a simple closed formula, it is possible to estimate its behavior for large x. Show that for $k \geq 1, | S (2 π k) - S (2 π (k + 1)) | \leq \frac{1}{k (2 k + 1) π} .$ $(H i n t : sin (t + π) = − sin t)$

389.

[T] The normal distribution in probability is given by $p (x) = \frac{1}{σ \sqrt{2 π}} e^{− {(x - μ)}^{2} / 2 σ^{2}},$ where σ is the standard deviation and μ is the average. The standard normal distribution in probability, $p_{s},$ corresponds to $μ = 0 and σ = 1 .$ Compute the right endpoint estimates $R_{10} and R_{100}$ of $\int_{−1}^{1} \frac{1}{\sqrt{2 π}} e^{− \frac{x^{2}}{2}} d x .$

390.

[T] Compute the right endpoint estimates $R_{50} and R_{100}$ of $\int_{−3}^{5} \frac{1}{2 \sqrt{2 π}} e^{− {(x - 1)}^{2} / 8} .$

1.6 Integrals Involving Exponential and Logarithmic Functions

Integrals of Exponential Functions

Finding an Antiderivative of an Exponential Function

Solution

Square Root of an Exponential Function

Solution

Using Substitution with an Exponential Function

Solution

Finding a Price–Demand Equation

Solution

Evaluating a Definite Integral Involving an Exponential Function

Solution

Growth of Bacteria in a Culture

Solution

Fruit Fly Population Growth

Solution

Evaluating a Definite Integral Using Substitution

Solution

Integrals Involving Logarithmic Functions

Finding an Antiderivative Involving lnxlnx

Solution

Finding an Antiderivative of a Rational Function

Solution

Finding an Antiderivative of a Logarithmic Function

Solution

Evaluating a Definite Integral

Solution

Section 1.6 Exercises

Finding an Antiderivative Involving $ln x$