### Learning Objectives

- 3.4.1 Determine a new value of a quantity from the old value and the amount of change.
- 3.4.2 Calculate the average rate of change and explain how it differs from the instantaneous rate of change.
- 3.4.3 Apply rates of change to displacement, velocity, and acceleration of an object moving along a straight line.
- 3.4.4 Predict the future population from the present value and the population growth rate.
- 3.4.5 Use derivatives to calculate marginal cost and revenue in a business situation.

In this section we look at some applications of the derivative by focusing on the interpretation of the derivative as the rate of change of a function. These applications include acceleration and velocity in physics, population growth rates in biology, and marginal functions in economics.

### Amount of Change Formula

One application for derivatives is to estimate an unknown value of a function at a point by using a known value of a function at some given point together with its rate of change at the given point. If is a function defined on an interval then the amount of change of over the interval is the change in the values of the function over that interval and is given by

The average rate of change of the function over that same interval is the ratio of the amount of change over that interval to the corresponding change in the values. It is given by

As we already know, the instantaneous rate of change of at is its derivative

For small enough values of We can then solve for to get the amount of change formula:

We can use this formula if we know only and and wish to estimate the value of For example, we may use the current population of a city and the rate at which it is growing to estimate its population in the near future. As we can see in Figure 3.22, we are approximating by the coordinate at on the line tangent to at Observe that the accuracy of this estimate depends on the value of as well as the value of

### Media

Here is an interesting demonstration of rate of change.

### Example 3.33

#### Estimating the Value of a Function

If and estimate

#### Solution

Begin by finding We have Thus,

### Checkpoint 3.21

Given and estimate

### Motion along a Line

Another use for the derivative is to analyze motion along a line. We have described velocity as the rate of change of position. If we take the derivative of the velocity, we can find the acceleration, or the rate of change of velocity. It is also important to introduce the idea of speed, which is the magnitude of velocity. Thus, we can state the following mathematical definitions.

### Definition

Let be a function giving the position of an object at time

The velocity of the object at time is given by

The speed of the object at time is given by

The acceleration of the object at is given by

### Example 3.34

#### Comparing Instantaneous Velocity and Average Velocity

A ball is dropped from a height of 64 feet. Its height above ground (in feet) seconds later is given by

- What is the instantaneous velocity of the ball when it hits the ground?
- What is the average velocity during its fall?

#### Solution

The first thing to do is determine how long it takes the ball to reach the ground. To do this, set Solving we get so it take 2 seconds for the ball to reach the ground.

- The instantaneous velocity of the ball as it strikes the ground is Since we obtain
- The average velocity of the ball during its fall is

### Example 3.35

#### Interpreting the Relationship between and

A particle moves along a coordinate axis in the positive direction to the right. Its position at time is given by Find and and use these values to answer the following questions.

- Is the particle moving from left to right or from right to left at time
- Is the particle speeding up or slowing down at time

#### Solution

Begin by finding and

and

Evaluating these functions at we obtain and

- Because the particle is moving from right to left.
- Because and velocity and acceleration are acting in opposite directions. In other words, the particle is being accelerated in the direction opposite the direction in which it is traveling, causing to decrease. The particle is slowing down.

### Example 3.36

#### Position and Velocity

The position of a particle moving along a coordinate axis is given by

- Find
- At what time(s) is the particle at rest?
- On what time intervals is the particle moving from left to right? From right to left?
- Use the information obtained to sketch the path of the particle along a coordinate axis.

#### Solution

- The velocity is the derivative of the position function:
- The particle is at rest when so set Factoring the left-hand side of the equation produces Solving, we find that the particle is at rest at and
- The particle is moving from left to right when and from right to left when Figure 3.23 gives the analysis of the sign of for but it does not represent the axis along which the particle is moving.

Figure 3.23 The sign of v(t) determines the direction of the particle.

Since on the particle is moving from left to right on these intervals.

Since on the particle is moving from right to left on this interval. - Before we can sketch the graph of the particle, we need to know its position at the time it starts moving and at the times that it changes direction We have and This means that the particle begins on the coordinate axis at 4 and changes direction at 0 and 20 on the coordinate axis. The path of the particle is shown on a coordinate axis in Figure 3.24.

Figure 3.24 The path of the particle can be determined by analyzing v(t).

### Checkpoint 3.22

A particle moves along a coordinate axis. Its position at time is given by Is the particle moving from right to left or from left to right at time

### Population Change

In addition to analyzing velocity, speed, acceleration, and position, we can use derivatives to analyze various types of populations, including those as diverse as bacteria colonies and cities. We can use a current population, together with a growth rate, to estimate the size of a population in the future. The population growth rate is the rate of change of a population and consequently can be represented by the derivative of the size of the population.

### Definition

If is the number of entities present in a population, then the population growth rate of is defined to be

### Example 3.37

#### Estimating a Population

The population of a city is tripling every 5 years. If its current population is 10,000, what will be its approximate population 2 years from now?

#### Solution

Let be the population (in thousands) years from now. Thus, we know that and based on the information, we anticipate Now estimate the current growth rate, using

By applying Equation 3.10 to we can estimate the population 2 years from now by writing

thus, in 2 years the population will be 18,000.

### Checkpoint 3.23

The current population of a mosquito colony is known to be 3,000; that is, If estimate the size of the population in 3 days, where is measured in days.

### Changes in Cost and Revenue

In addition to analyzing motion along a line and population growth, derivatives are useful in analyzing changes in cost, revenue, and profit. The concept of a marginal function is common in the fields of business and economics and implies the use of derivatives. The marginal cost is the derivative of the cost function. The marginal revenue is the derivative of the revenue function. The marginal profit is the derivative of the profit function, which is based on the cost function and the revenue function.

### Definition

If is the cost of producing x items, then the marginal cost is

If is the revenue obtained from selling items, then the marginal revenue is

If is the profit obtained from selling x items, then the marginal profit is defined to be

We can roughly approximate

by choosing an appropriate value for Since x represents objects, a reasonable and small value for is 1. Thus, by substituting we get the approximation Consequently, for a given value of can be thought of as the change in cost associated with producing one additional item. In a similar way, approximates the revenue obtained by selling one additional item, and approximates the profit obtained by producing and selling one additional item.

### Example 3.38

#### Applying Marginal Revenue

Assume that the number of barbeque dinners that can be sold, can be related to the price charged, by the equation

In this case, the revenue in dollars obtained by selling barbeque dinners is given by

Use the marginal revenue function to estimate the revenue obtained from selling the 101st barbeque dinner. Compare this to the actual revenue obtained from the sale of this dinner.

#### Solution

First, find the marginal revenue function:

Next, use to approximate the revenue obtained from the sale of the 101st dinner. Since the revenue obtained from the sale of the 101st dinner is approximately $3.

The actual revenue obtained from the sale of the 101st dinner is

The marginal revenue is a fairly good estimate in this case and has the advantage of being easy to compute.

### Checkpoint 3.24

Suppose that the profit obtained from the sale of fish-fry dinners is given by Use the marginal profit function to estimate the profit from the sale of the 101st fish-fry dinner.

### Section 3.4 Exercises

For the following exercises, the given functions represent the position of a particle traveling along a horizontal line.

- Find the velocity and acceleration functions.
- Determine the time intervals when the object is slowing down or speeding up.

A model rocket is fired vertically upward from the ground. The distance in feet that the rocket travels from the ground after seconds is given by

- Find the velocity of the rocket 3 seconds after being fired.
- Find the acceleration of the rocket 3 seconds after being fired.

A ball is thrown downward with a speed of 8 ft/s from the top of a 64-foot-tall building. After t seconds, its height above the ground is given by

- Determine how long it takes for the ball to hit the ground.
- Determine the velocity of the ball when it hits the ground.

The position function represents the position of the back of a car backing out of a driveway and then driving in a straight line, where is in feet and is in seconds. In this case, represents the time at which the back of the car is at the garage door, so is the starting position of the car, 4 feet inside the garage.

- Determine the velocity of the car when
- Determine the velocity of the car when

The position of a hummingbird flying along a straight line in seconds is given by meters.

- Determine the velocity of the bird at sec.
- Determine the acceleration of the bird at sec.
- Determine the acceleration of the bird when the velocity equals 0.

A potato is launched vertically upward with an initial velocity of 100 ft/s from a potato gun at the top of an 85-foot-tall building. The distance in feet that the potato travels from the ground after seconds is given by

- Find the velocity of the potato after and
- Find the speed of the potato at 0.5 s and 5.75 s.
- Determine when the potato reaches its maximum height.
- Find the acceleration of the potato at 0.5 s and 1.5 s.
- Determine how long the potato is in the air.
- Determine the velocity of the potato upon hitting the ground.

The position function gives the position in miles of a freight train where east is the positive direction and is measured in hours.

- Determine the direction the train is traveling when
- Determine the direction the train is traveling when
- Determine the time intervals when the train is slowing down or speeding up.

The following graph shows the position of an object moving along a straight line.

- Use the graph of the position function to determine the time intervals when the velocity is positive, negative, or zero.
- Sketch the graph of the velocity function.
- Use the graph of the velocity function to determine the time intervals when the acceleration is positive, negative, or zero.
- Determine the time intervals when the object is speeding up or slowing down.

The cost function, in dollars, of a company that manufactures food processors is given by where is the number of food processors manufactured.

- Find the marginal cost function.
- Use the marginal cost function to estimate the cost of manufacturing the thirteenth food processor.
- Find the actual cost of manufacturing the thirteenth food processor.

The price (in dollars) and the demand for a certain digital clock radio is given by the price–demand function

- Find the revenue function
- Find the marginal revenue function.
- Find the marginal revenue at and

[T] A profit is earned when revenue exceeds cost. Suppose the profit function for a skateboard manufacturer is given by where is the number of skateboards sold.

- Find the exact profit from the sale of the thirtieth skateboard.
- Find the marginal profit function and use it to estimate the profit from the sale of the thirtieth skateboard.

[T] In general, the profit function is the difference between the revenue and cost functions:

Suppose the price-demand and cost functions for the production of cordless drills is given respectively by and where is the number of cordless drills that are sold at a price of dollars per drill and is the cost of producing cordless drills.

- Find the marginal cost function.
- Find the revenue and marginal revenue functions.
- Find and Interpret the results.
- Find the profit and marginal profit functions.
- Find and Interpret the results.

A small town in Ohio commissioned an actuarial firm to conduct a study that modeled the rate of change of the town’s population. The study found that the town’s population (measured in thousands of people) can be modeled by the function where is measured in years.

- Find the rate of change function of the population function.
- Find and Interpret what the results mean for the town.
- Find and Interpret what the results mean for the town’s population.

[T] A culture of bacteria grows in number according to the function where is measured in hours.

- Find the rate of change of the number of bacteria.
- Find and
- Interpret the results in (b).
- Find and Interpret what the answers imply about the bacteria population growth.

The centripetal force of an object of mass is given by where is the speed of rotation and is the distance from the center of rotation.

- Find the rate of change of centripetal force with respect to the distance from the center of rotation.
- Find the rate of change of centripetal force of an object with mass 1000 kilograms, velocity of 13.89 m/s, and a distance from the center of rotation of 200 meters.

The following questions concern the population (in millions) of London by decade in the 19th century, which is listed in the following table.

Years since 1800 | Population (millions) |

1 | 0.8795 |

11 | 1.040 |

21 | 1.264 |

31 | 1.516 |

41 | 1.661 |

51 | 2.000 |

61 | 2.634 |

71 | 3.272 |

81 | 3.911 |

91 | 4.422 |

[T]

- Using a calculator or a computer program, find the best-fit linear function to measure the population.
- Find the derivative of the equation in a. and explain its physical meaning.
- Find the second derivative of the equation and explain its physical meaning.

[T]

- Using a calculator or a computer program, find the best-fit quadratic curve through the data.
- Find the derivative of the equation and explain its physical meaning.
- Find the second derivative of the equation and explain its physical meaning.

For the following exercises, consider an astronaut on a large planet in another galaxy. To learn more about the composition of this planet, the astronaut drops an electronic sensor into a deep trench. The sensor transmits its vertical position every second in relation to the astronaut’s position. The summary of the falling sensor data is displayed in the following table.

Time after dropping (s) | Position (m) |

0 | 0 |

1 | −1 |

2 | −2 |

3 | −5 |

4 | −7 |

5 | −14 |

[T]

- Using a calculator or computer program, find the best-fit quadratic curve to the data.
- Find the derivative of the position function and explain its physical meaning.
- Find the second derivative of the position function and explain its physical meaning.

[T]

- Using a calculator or computer program, find the best-fit cubic curve to the data.
- Find the derivative of the position function and explain its physical meaning.
- Find the second derivative of the position function and explain its physical meaning.
- Using the result from c. explain why a cubic function is not a good choice for this problem.

The following problems deal with the Holling type I, II, and III equations. These equations describe the ecological event of growth of a predator population given the amount of prey available for consumption.

[T] The Holling type I equation is described by where is the amount of prey available and is the rate at which the predator meets the prey for consumption.

- Graph the Holling type I equation, given
- Determine the first derivative of the Holling type I equation and explain physically what the derivative implies.
- Determine the second derivative of the Holling type I equation and explain physically what the derivative implies.
- Using the interpretations from b. and c. explain why the Holling type I equation may not be realistic.

[T] The Holling type II equation is described by where is the amount of prey available and is the maximum consumption rate of the predator.

- Graph the Holling type II equation given and What are the differences between the Holling type I and II equations?
- Take the first derivative of the Holling type II equation and interpret the physical meaning of the derivative.
- Show that and interpret the meaning of the parameter
- Find and interpret the meaning of the second derivative. What makes the Holling type II function more realistic than the Holling type I function?

[T] The Holling type III equation is described by where is the amount of prey available and is the maximum consumption rate of the predator.

- Graph the Holling type III equation given and What are the differences between the Holling type II and III equations?
- Take the first derivative of the Holling type III equation and interpret the physical meaning of the derivative.
- Find and interpret the meaning of the second derivative (it may help to graph the second derivative).
- What additional ecological phenomena does the Holling type III function describe compared with the Holling type II function?

[T] The populations of the snowshoe hare (in thousands) and the lynx (in hundreds) collected over 7 years from 1937 to 1943 are shown in the following table. The snowshoe hare is the primary prey of the lynx.

Population of snowshoe hare (thousands) | Population of lynx (hundreds) |

20 | 10 |

55 | 15 |

65 | 55 |

95 | 60 |

- Graph the data points and determine which Holling-type function fits the data best.
- Using the meanings of the parameters and determine values for those parameters by examining a graph of the data. Recall that measures what prey value results in the half-maximum of the predator value.
- Plot the resulting Holling-type I, II, and III functions on top of the data. Was the result from part a. correct?