The average teen in the United States opens a refrigerator door an estimated 25 times per day. Supposedly, this average is up from 10 years ago when the average teenager opened a refrigerator door 20 times per day
It is estimated that a television is on in a home 6.75 hours per day, whereas parents spend an estimated 5.5 minutes per day having a meaningful conversation with their children. These averages, too, are not the same as they were 10 years ago, when the television was on an estimated 6 hours per day in the typical household, and parents spent 12 minutes per day in meaningful conversation with their kids.
What do these scenarios have in common? The functions representing them have changed over time. In this section, we will consider methods of computing such changes over time.
Finding the Average Rate of Change of a Function
The functions describing the examples above involve a change over time. Change divided by time is one example of a rate. The rates of change in the previous examples are each different. In other words, some changed faster than others. If we were to graph the functions, we could compare the rates by determining the slopes of the graphs.
A tangent line to a curve is a line that intersects the curve at only a single point but does not cross it there. (The tangent line may intersect the curve at another point away from the point of interest.) If we zoom in on a curve at that point, the curve appears linear, and the slope of the curve at that point is close to the slope of the tangent line at that point.
[link] represents the functionWe can see the slope at various points along the curve.
- slope atis 8
- slope atis –1
- slope atis 8
Let’s imagine a point on the curve of functionatas shown in [link]. The coordinates of the point areConnect this point with a second point on the curve a little to the right of with an x-value increased by some small real numberThe coordinates of this second point arefor some positive-value
We can calculate the slope of the line connecting the two pointsand called a secant line, by applying the slope formula,
We use the notationto represent the slope of the secant line connecting two points.
The slopeequals the average rate of change between two pointsand
The average rate of change (AROC) between two pointsandon the curve ofis the slope of the line connecting the two points and is given by
Find the average rate of change connecting the pointsand
We know the average rate of change connecting two points may be given by
If one point is or then
The valueis the displacement fromto which equals
For the other point,is the y-coordinate at which isor so
Find the average rate of change connecting the pointsand
3
Understanding the Instantaneous Rate of Change
Now that we can find the average rate of change, suppose we makein [link] smaller and smaller. Thenwill approachasgets smaller, getting closer and closer to 0. Likewise, the second pointwill approach the first point,As a consequence, the connecting line between the two points, called the secant line, will get closer and closer to being a tangent to the function at and the slope of the secant line will get closer and closer to the slope of the tangent atSee [link].
Because we are looking for the slope of the tangent at we can think of the measure of the slope of the curve of a functionat a given point as the rate of change at a particular instant. We call this slope the instantaneous rate of change, or the derivative of the function atBoth can be found by finding the limit of the slope of a line connecting the point atwith a second point infinitesimally close along the curve. For a functionboth the instantaneous rate of change of the function and the derivative of the function atare written as and we can define them as a two-sided limit that has the same value whether approached from the left or the right.
The expression by which the limit is found is known as the difference quotient.
The derivative, or instantaneous rate of change, of a functionat is given by
The expressionis called the difference quotient.
We use the difference quotient to evaluate the limit of the rate of change of the function asapproaches 0.
Derivatives: Interpretations and Notation
The derivative of a function can be interpreted in different ways. It can be observed as the behavior of a graph of the function or calculated as a numerical rate of change of the function.
- The derivative of a functionat a pointis the slope of the tangent line to the curveatThe derivative ofatis written
- The derivativemeasures how the curve changes at the point
- The derivativemay be thought of as the instantaneous rate of change of the functionat
- If a function measures distance as a function of time, then the derivative measures the instantaneous velocity at time
The equation of the derivative of a functionis written as whereThe notationis read as “” Alternate notations for the derivative include the following:
The expressionis now a function of; this function gives the slope of the curveat any value ofThe derivative of a functionat a pointis denoted
Given a function find the derivative by applying the definition of the derivative.
- Calculate
- Calculate
- Substitute and simplify
- Evaluate the limit if it exists:
Find the derivative of the functionat
We have:
Substituteand
Find the derivative of the functionat
Finding Derivatives of Rational Functions
To find the derivative of a rational function, we will sometimes simplify the expression using algebraic techniques we have already learned.
Find the derivative of the functionat
Find the derivative of the functionat
Finding Derivatives of Functions with Roots
To find derivatives of functions with roots, we use the methods we have learned to find limits of functions with roots, including multiplying by a conjugate.
Find the derivative of the functionat
We have
Multiply the numerator and denominator by the conjugate:
Find the derivative of the function at
Finding Instantaneous Rates of Change
Many applications of the derivative involve determining the rate of change at a given instant of a function with the independent variable time—which is why the term instantaneous is used. Consider the height of a ball tossed upward with an initial velocity of 64 feet per second, given by whereis measured in seconds andis measured in feet. We know the path is that of a parabola. The derivative will tell us how the height is changing at any given point in time. The height of the ball is shown in [link] as a function of time. In physics, we call this the “s-t graph.”
Using the function above,what is the instantaneous velocity of the ball at 1 second and 3 seconds into its flight?
The velocity atandis the instantaneous rate of change of distance per time, or velocity. Notice that the initial height is 6 feet. To find the instantaneous velocity, we find the derivative and evaluate it atand
For any value of,tells us the velocity at that value of
Evaluateand
The velocity of the ball after 1 second is 32 feet per second, as it is on the way up.
The velocity of the ball after 3 seconds isfeet per second, as it is on the way down.
The position of the ball is given byWhat is its velocity 2 seconds into flight?
0
Using Graphs to Find Instantaneous Rates of Change
We can estimate an instantaneous rate of change atby observing the slope of the curve of the functionatWe do this by drawing a line tangent to the function atand finding its slope.
Given a graph of a functionfind the instantaneous rate of change of the function at
- Locateon the graph of the function
- Draw a tangent line, a line that goes throughatand at no other point in that section of the curve. Extend the line far enough to calculate its slope as
From the graph of the functionpresented in [link], estimate each of the following:
To find the functional value, find the y-coordinate at
To find the derivative at draw a tangent line atand estimate the slope of that tangent line. See [link].
- is the y-coordinate atThe point has coordinates thus
- is the y-coordinate atThe point has coordinates thus
- is found by estimating the slope of the tangent line to the curve atThe tangent line to the curve atappears horizontal. Horizontal lines have a slope of 0, thus
- is found by estimating the slope of the tangent line to the curve atObserve the path of the tangent line to the curve atAs thevalue moves one unit to the right, thevalue moves up four units to another point on the line. Thus, the slope is 4, so
Using the graph of the functionshown in [link], estimate:and
0, 0,
Using Instantaneous Rates of Change to Solve Real-World Problems
Another way to interpret an instantaneous rate of change atis to observe the function in a real-world context. The unit for the derivative of a functionis
Such a unit shows by how many units the output changes for each one-unit change of input. The instantaneous rate of change at a given instant shows the same thing: the units of change of output per one-unit change of input.
One example of an instantaneous rate of change is a marginal cost. For example, suppose the production cost for a company to produceitems is given by in thousands of dollars. The derivative function tells us how the cost is changing for any value ofin the domain of the function. In other words,is interpreted as a marginal cost, the additional cost in thousands of dollars of producing one more item whenitems have been produced. For example,is the approximate additional cost in thousands of dollars of producing the 12th item after 11 items have been produced.means that when 11 items have been produced, producing the 12th item would increase the total cost by approximately $2,500.00.
The cost in dollars of producinglaptop computers in dollars isAt the point where 200 computers have been produced, what is the approximate cost of producing the 201st unit?
Ifdescribes the cost of producingcomputers,will describe the marginal cost. We need to find the derivative. For purposes of calculating the derivative, we can use the following functions:
The marginal cost of producing the 201st unit will be approximately $300.
A car leaves an intersection. The distance it travels in miles is given by the function whererepresents hours. Explain the following notations:
First we need to evaluate the functionand the derivative of the function and distinguish between the two. When we evaluate the functionwe are finding the distance the car has traveled inhours. When we evaluate the derivative we are finding the speed of the car afterhours.
- means that in zero hours, the car has traveled zero miles.
- means that one hour into the trip, the car is traveling 60 miles per hour.
- means that one hour into the trip, the car has traveled 70 miles. At some point during the first hour, then, the car must have been traveling faster than it was at the 1-hour mark.
- means that two hours and thirty minutes into the trip, the car has traveled 150 miles.
A runner runs along a straight east-west road. The function gives how many feet eastward of her starting point she is after seconds. Interpret each of the following as it relates to the runner.
- After zero seconds, she has traveled 0 feet.
- After 10 seconds, she has traveled 150 feet east.
- After 10 seconds, she is moving eastward at a rate of 15 ft/sec.
- After 20 seconds, she is moving westward at a rate of 10 ft/sec.
- After 40 seconds, she is 100 feet westward of her starting point.
Finding Points Where a Function’s Derivative Does Not Exist
To understand where a function’s derivative does not exist, we need to recall what normally happens when a functionhas a derivative at. Suppose we use a graphing utility to zoom in on. If the functionis differentiable, that is, if it is a function that can be differentiated, then the closer one zooms in, the more closely the graph approaches a straight line. This characteristic is called linearity.
Look at the graph in [link]. The closer we zoom in on the point, the more linear the curve appears.
We might presume the same thing would happen with any continuous function, but that is not so. The functionfor example, is continuous at but not differentiable at As we zoom in close to 0 in [link], the graph does not approach a straight line. No matter how close we zoom in, the graph maintains its sharp corner.
We zoom in closer by narrowing the range to produce [link] and continue to observe the same shape. This graph does not appear linear at
What are the characteristics of a graph that is not differentiable at a point? Here are some examples in which functionis not differentiable at
In [link], we see the graph of
Notice that, asapproaches 2 from the left, the left-hand limit may be observed to be 4, while asapproaches 2 from the right, the right-hand limit may be observed to be 6. We see that it has a discontinuity at
In [link], we see the graph ofWe see that the graph has a corner point at
In [link], we see that the graph ofhas a cusp atA cusp has a unique feature. Moving away from the cusp, both the left-hand and right-hand limits approach either infinity or negative infinity. Notice the tangent lines asapproaches 0 from both the left and the right appear to get increasingly steeper, but one has a negative slope, the other has a positive slope.
In [link], we see that the graph ofhas a vertical tangent atRecall that vertical tangents are vertical lines, so where a vertical tangent exists, the slope of the line is undefined. This is why the derivative, which measures the slope, does not exist there.
A functionis differentiable atif the derivative exists atwhich means thatexists.
There are four cases for which a functionis not differentiable at a point
- When there is a discontinuity at
- When there is a corner point at
- When there is a cusp at
- Any other time when there is a vertical tangent at
Using [link], determine where the function is
- continuous
- discontinuous
- differentiable
- not differentiable
At the points where the graph is discontinuous or not differentiable, state why.
The graph of is continuous on The graph of has a removable discontinuity at and a jump discontinuity at See [link].
The graph of is differentiable on The graph of is not differentiable at because it is a point of discontinuity, at because of a sharp corner, at because it is a point of discontinuity, and at because of a sharp corner. See [link].
Determine where the functionshown in [link] is continuous and differentiable from the graph.
The graph ofis continuous onThe graph ofis discontinuous atandThe graph ofis differentiable onThe graph ofis not differentiable atand
Finding an Equation of a Line Tangent to the Graph of a Function
The equation of a tangent line to a curve of the functionatis derived from the point-slope form of a line,The slope of the line is the slope of the curve atand is therefore equal to the derivative ofatThe coordinate pair of the point on the line atis
If we substitute into the point-slope form, we have
The equation of the tangent line is
The equation of a line tangent to the curve of a functionat a pointis
Given a functionfind the equation of a line tangent to the function at
- Find the derivative ofatusing
- Evaluate the function atThis is
- Substituteandinto
- Write the equation of the tangent line in the form
Find the equation of a line tangent to the curveat
Using:
Substituteand
Equation of tangent line at
Find the equation of a tangent line to the curve of the functionat
Finding the Instantaneous Speed of a Particle
If a function measures position versus time, the derivative measures displacement versus time, or the speed of the object. A change in speed or direction relative to a change in time is known as velocity. The velocity at a given instant is known as instantaneous velocity.
In trying to find the speed or velocity of an object at a given instant, we seem to encounter a contradiction. We normally define speed as the distance traveled divided by the elapsed time. But in an instant, no distance is traveled, and no time elapses. How will we divide zero by zero? The use of a derivative solves this problem. A derivative allows us to say that even while the object’s velocity is constantly changing, it has a certain velocity at a given instant. That means that if the object traveled at that exact velocity for a unit of time, it would travel the specified distance.
Let the functionrepresent the position of an object at timeThe instantaneous velocity or velocity of the object at timeis given by
A ball is tossed upward from a height of 200 feet with an initial velocity of 36 ft/sec. If the height of the ball in feet afterseconds is given by find the instantaneous velocity of the ball at
First, we must find the derivative. Then we evaluate the derivative at usingand
This result means that at timeseconds, the ball is dropping at a rate of 28 ft/sec.
A fireworks rocket is shot upward out of a pit 12 ft below the ground at a velocity of 60 ft/sec. Its height in feet afterseconds is given byWhat is its instantaneous velocity after 4 seconds?
–68 ft/sec, it is dropping back to Earth at a rate of 68 ft/s.
Access these online resources for additional instruction and practice with derivatives.
Visit this website for additional practice questions from Learningpod.
Key Equations
average rate of change | |
derivative of a function |
Key Concepts
- The slope of the secant line connecting two points is the average rate of change of the function between those points. See [link].
- The derivative, or instantaneous rate of change, is a measure of the slope of the curve of a function at a given point, or the slope of the line tangent to the curve at that point. See [link], [link], and [link].
- The difference quotient is the quotient in the formula for the instantaneous rate of change:
- Instantaneous rates of change can be used to find solutions to many real-world problems. See [link].
- The instantaneous rate of change can be found by observing the slope of a function at a point on a graph by drawing a line tangent to the function at that point. See [link].
- Instantaneous rates of change can be interpreted to describe real-world situations. See [link] and [link].
- Some functions are not differentiable at a point or points. See [link].
- The point-slope form of a line can be used to find the equation of a line tangent to the curve of a function. See [link].
- Velocity is a change in position relative to time. Instantaneous velocity describes the velocity of an object at a given instant. Average velocity describes the velocity maintained over an interval of time.
- Using the derivative makes it possible to calculate instantaneous velocity even though there is no elapsed time. See [link].
Section Exercises
Verbal
How is the slope of a linear function similar to the derivative?
The slope of a linear function stays the same. The derivative of a general function varies according toBoth the slope of a line and the derivative at a point measure the rate of change of the function.
What is the difference between the average rate of change of a function on the intervaland the derivative of the function at
A car traveled 110 miles during the time period from 2:00 P.M. to 4:00 P.M. What was the car's average velocity? At exactly 2:30 P.M., the speed of the car registered exactly 62 miles per hour. What is another name for the speed of the car at 2:30 P.M.? Why does this speed differ from the average velocity?
Average velocity is 55 miles per hour. The instantaneous velocity at 2:30 p.m. is 62 miles per hour. The instantaneous velocity measures the velocity of the car at an instant of time whereas the average velocity gives the velocity of the car over an interval.
Explain the concept of the slope of a curve at point
Suppose water is flowing into a tank at an average rate of 45 gallons per minute. Translate this statement into the language of mathematics.
The average rate of change of the amount of water in the tank is 45 gallons per minute. Ifis the function giving the amount of water in the tank at any timethen the average rate of change ofbetweenandis
Algebraic
For the following exercises, use the definition of derivativeto calculate the derivative of each function.
For the following exercises, find the average rate of change between the two points.
and
and
and
and
undefined
For the following polynomial functions, find the derivatives.
For the following functions, find the equation of the tangent line to the curve at the given pointon the curve.
For the following exercise, find such that the given line is tangent to the graph of the function.
or
Graphical
For the following exercises, consider the graph of the functionand determine where the function is continuous/discontinuous and differentiable/not differentiable.
Discontinuous atandNot differentiable at –2, 0, 2.
Discontinuous atNot differentiable at -4, –2, 0, 1, 3, 4, 5.
For the following exercises, use [link] to estimate either the function at a given value ofor the derivative at a given value of as indicated.
Sketch the function based on the information below:
,
Technology
Numerically evaluate the derivative. Explore the behavior of the graph ofaroundby graphing the function on the following domains:,,and . We can use the feature on our calculator that automatically sets Ymin and Ymax to the Xmin and Xmax values we preset. (On some of the commonly used graphing calculators, this feature may be called ZOOM FIT or ZOOM AUTO). By examining the corresponding range values for this viewing window, approximate how the curve changes atthat is, approximate the derivative at
Answers vary. The slope of the tangent line nearis 2.
Real-World Applications
For the following exercises, explain the notation in words. The volumeof a tank of gasoline, in gallons,minutes after noon.
At 12:30 p.m., the rate of change of the number of gallons in the tank is –20 gallons per minute. That is, the tank is losing 20 gallons per minute.
At 200 minutes after noon, the volume of gallons in the tank is changing at the rate of 30 gallons per minute.
For the following exercises, explain the functions in words. The height, of a projectile afterseconds is given by
The height of the projectile after 2 seconds is 96 feet.
The height of the projectile atseconds is 96 feet.
The height of the projectile is zero atand again atIn other words, the projectile starts on the ground and falls to earth again after 5 seconds.
For the following exercises, the volumeof a sphere with respect to its radiusis given by
Find the average rate of change ofaschanges from 1 cm to 2 cm.
Find the instantaneous rate of change ofwhen
For the following exercises, the revenue generated by sellingitems is given by
Find the average change of the revenue function aschanges fromto
Findand interpret.
$50.00 per unit, which is the instantaneous rate of change of revenue when exactly 10 units are sold.
Findand interpret. Comparetoand explain the difference.
For the following exercises, the cost of producingcellphones is described by the function
Find the average rate of change in the total cost aschanges from
$21 per unit
Find the approximate marginal cost, when 15 cellphones have been produced, of producing the 16th cellphone.
Find the approximate marginal cost, when 20 cellphones have been produced, of producing the 21st cellphone.
$36
Extension
For the following exercises, use the definition for the derivative at a point to find the derivative of the functions.
Chapter Review Exercises
Finding Limits: A Numerical and Graphical Approach
For the following exercises, use [link].
2
does not exist
At what values of is the function discontinuous? What condition of continuity is violated?
Using [link], estimate
−0.1 | −0.01 | −0.001 | 0 | 0.001 | 0.01 | 0.1 | 0.15 | |
2.875 | 2.92 | 2.998 | Undefined | 2.9987 | 2.865 | 2.78145 | 2.678 |
3
For the following exercises, with the use of a graphing utility, use numerical or graphical evidence to determine the left- and right-hand limits of the function given asapproachesIf the function has limit asapproachesstate it. If not, discuss why there is no limit.
Finding Limits: Properties of Limits
For the following exercises, find the limits ifand
2
3
For the following exercises, evaluate the limits using algebraic techniques.
12
Continuity
For the following exercises, use numerical evidence to determine whether the limit exists atIf not, describe the behavior of the graph of the function at
Atthe function has a vertical asymptote.
removable discontinuity at
For the following exercises, determine where the given functionis continuous. Where it is not continuous, state which conditions fail, and classify any discontinuities.
continuous on
removable discontinuity atis not defined, but limits exist.
discontinuity atandBothandare not defined.
removable discontinuity atis not defined.
Derivatives
For the following exercises, find the average rate of change
0
For the following exercises, find the derivative of the function.
Find the equation of the tangent line to the graph ofat the indicatedvalue.
;
For the following exercises, with the aid of a graphing utility, explain why the function is not differentiable everywhere on its domain. Specify the points where the function is not differentiable.
Given that the volume of a right circular cone isand that a given cone has a fixed height of 9 cm and variable radius length, find the instantaneous rate of change of volume with respect to radius length when the radius is 2 cm. Give an exact answer in terms of
Practice Test
For the following exercises, use the graph ofin [link].
3
0
At what values ofisdiscontinuous? What property of continuity is violated?
For the following exercises, with the use of a graphing utility, use numerical or graphical evidence to determine the left- and right-hand limits of the function given asapproachesIf the function has a limit asapproachesstate it. If not, discuss why there is no limit
andThus, the limit of the function asapproaches 2 does not exist.
For the following exercises, evaluate each limit using algebraic techniques.
1
For the following exercises, determine whether or not the given functionis continuous. If it is continuous, show why. If it is not continuous, state which conditions fail.
removable discontinuity at
For the following exercises, use the definition of a derivative to find the derivative of the given function at
For the graph in [link], determine where the function is continuous/discontinuous and differentiable/not differentiable.
discontinuous at –2,0, not differentiable at –2,0, 2.
For the following exercises, with the aid of a graphing utility, explain why the function is not differentiable everywhere on its domain. Specify the points where the function is not differentiable.
not differentiable at(no limit)
For the following exercises, explain the notation in words when the height of a projectile in feet, is a function of timein seconds after launch and is given by the function
the height of the projectile atseconds
the average velocity from
For the following exercises, use technology to evaluate the limit.
0
Evaluate the limit by hand.
At what value(s) ofis the function below discontinuous?
For the following exercises, consider the function whose graph appears in [link].
Find the average rate of change of the function from
2
Find all values ofat which
Find all values ofat whichdoes not exist.
Find an equation of the tangent line to the graph ofthe indicated point:
For the following exercises, use the function.
Graph the functionby enteringand then by entering.
Explore the behavior of the graph ofaroundby graphing the function on the following domains, [0.9, 1.1], [0.99, 1.01], [0.999, 1.001], and [0.9999, 1.0001]. Use this information to determine whether the function appears to be differentiable at
The graph is not differentiable at(cusp).
For the following exercises, find the derivative of each of the functions using the definition:
- Precalculus
- Preface
- Functions
- Linear Functions
- Polynomial and Rational Functions
- Exponential and Logarithmic Functions
- Trigonometric Functions
- Periodic Functions
- Trigonometric Identities and Equations
- Further Applications of Trigonometry
- Systems of Equations and Inequalities
- Introduction to Systems of Equations and Inequalities
- Systems of Linear Equations: Two Variables
- Systems of Linear Equations: Three Variables
- Systems of Nonlinear Equations and Inequalities: Two Variables
- Partial Fractions
- Matrices and Matrix Operations
- Solving Systems with Gaussian Elimination
- Solving Systems with Inverses
- Solving Systems with Cramer's Rule
- Analytic Geometry
- Sequences, Probability and Counting Theory
- Introduction to Calculus
- Appendix
We can use a graphing utility to graph the function and the tangent line. In so doing, we can observe the point of tangency atas shown in [link].