In this section, you will:
Suppose we want to calculate how much it costs to heat a house on a particular day of the year. The cost to heat a house will depend on the average daily temperature, and in turn, the average daily temperature depends on the particular day of the year. Notice how we have just defined two relationships: The cost depends on the temperature, and the temperature depends on the day.
Using descriptive variables, we can notate these two functions. The function
gives the cost
of heating a house for a given average daily temperature in
degrees Celsius. The function
gives the average daily temperature on day
of the year. For any given day,
means that the cost depends on the temperature, which in turns depends on the day of the year. Thus, we can evaluate the cost function at the temperature
For example, we could evaluate
to determine the average daily temperature on the 5th day of the year. Then, we could evaluate the cost function at that temperature. We would write
By combining these two relationships into one function, we have performed function composition, which is the focus of this section.
Function composition is only one way to combine existing functions. Another way is to carry out the usual algebraic operations on functions, such as addition, subtraction, multiplication and division. We do this by performing the operations with the function outputs, defining the result as the output of our new function.
Suppose we need to add two columns of numbers that represent a husband and wife’s separate annual incomes over a period of years, with the result being their total household income. We want to do this for every year, adding only that year’s incomes and then collecting all the data in a new column. If
is the wife’s income and
is the husband’s income in year
and we want
to represent the total income, then we can define a new function.
If this holds true for every year, then we can focus on the relation between the functions without reference to a year and write
Just as for this sum of two functions, we can define difference, product, and ratio functions for any pair of functions that have the same kinds of inputs (not necessarily numbers) and also the same kinds of outputs (which do have to be numbers so that the usual operations of algebra can apply to them, and which also must have the same units or no units when we add and subtract). In this way, we can think of adding, subtracting, multiplying, and dividing functions.
For two functions
and
with real number outputs, we define new functions
and
by the relations
Find and simplify the functions
and
given
and
Are they the same function?
Begin by writing the general form, and then substitute the given functions.
No, the functions are not the same.
Note: For
the condition
is necessary because when
the denominator is equal to 0, which makes the function undefined.
Find and simplify the functions
and
Are they the same function?
No, the functions are not the same.
Performing algebraic operations on functions combines them into a new function, but we can also create functions by composing functions. When we wanted to compute a heating cost from a day of the year, we created a new function that takes a day as input and yields a cost as output. The process of combining functions so that the output of one function becomes the input of another is known as a composition of functions. The resulting function is known as a composite function. We represent this combination by the following notation:
We read the left-hand side as
composed with
at
and the right-hand side as
of
of
The two sides of the equation have the same mathematical meaning and are equal. The open circle symbol
is called the composition operator. We use this operator mainly when we wish to emphasize the relationship between the functions themselves without referring to any particular input value. Composition is a binary operation that takes two functions and forms a new function, much as addition or multiplication takes two numbers and gives a new number. However, it is important not to confuse function composition with multiplication because, as we learned above, in most cases
It is also important to understand the order of operations in evaluating a composite function. We follow the usual convention with parentheses by starting with the innermost parentheses first, and then working to the outside. In the equation above, the function
takes the input
first and yields an output
Then the function
takes
as an input and yields an output
In general,
and
are different functions. In other words, in many cases
for all
We will also see that sometimes two functions can be composed only in one specific order.
For example, if
and
then
but
These expressions are not equal for all values of
so the two functions are not equal. It is irrelevant that the expressions happen to be equal for the single input value
Note that the range of the inside function (the first function to be evaluated) needs to be within the domain of the outside function. Less formally, the composition has to make sense in terms of inputs and outputs.
When the output of one function is used as the input of another, we call the entire operation a composition of functions. For any input
and functions
and
this action defines a composite function, which we write as
such that
The domain of the composite function
is all
such that
is in the domain of
and
is in the domain of
It is important to realize that the product of functions
is not the same as the function composition
because, in general,
Using the functions provided, find
and
Determine whether the composition of the functions is commutative.
Let’s begin by substituting
into
Now we can substitute
into
We find that
so the operation of function composition is not commutative.
The function
gives the number of calories burned completing
sit-ups, and
gives the number of sit-ups a person can complete in
minutes. Interpret
The inside expression in the composition is
Because the input to the s-function is time,
represents 3 minutes, and
is the number of sit-ups completed in 3 minutes.
Using
as the input to the function
gives us the number of calories burned during the number of sit-ups that can be completed in 3 minutes, or simply the number of calories burned in 3 minutes (by doing sit-ups).
Suppose
gives miles that can be driven in
hours and
gives the gallons of gas used in driving
miles. Which of these expressions is meaningful:
or
The function
is a function whose output is the number of miles driven corresponding to the number of hours driven.
The function
is a function whose output is the number of gallons used corresponding to the number of miles driven. This means:
The expression
takes miles as the input and a number of gallons as the output. The function
requires a number of hours as the input. Trying to input a number of gallons does not make sense. The expression
is meaningless.
The expression
takes hours as input and a number of miles driven as the output. The function
requires a number of miles as the input. Using
(miles driven) as an input value for
where gallons of gas depends on miles driven, does make sense. The expression
makes sense, and will yield the number of gallons of gas used,
driving a certain number of miles,
in
hours.
Yes. For many pure mathematical functions, both compositions make sense, even though they usually produce different new functions. In real-world problems, functions whose inputs and outputs have the same units also may give compositions that are meaningful in either order.
The gravitational force on a planet a distance r from the sun is given by the function
The acceleration of a planet subjected to any force
is given by the function
Form a meaningful composition of these two functions, and explain what it means.
A gravitational force is still a force, so
makes sense as the acceleration of a planet at a distance r from the Sun (due to gravity), but
does not make sense.
Once we compose a new function from two existing functions, we need to be able to evaluate it for any input in its domain. We will do this with specific numerical inputs for functions expressed as tables, graphs, and formulas and with variables as inputs to functions expressed as formulas. In each case, we evaluate the inner function using the starting input and then use the inner function’s output as the input for the outer function.
When working with functions given as tables, we read input and output values from the table entries and always work from the inside to the outside. We evaluate the inside function first and then use the output of the inside function as the input to the outside function.
To evaluate
we start from the inside with the input value 3. We then evaluate the inside expression
using the table that defines the function
We can then use that result as the input to the function
so
is replaced by 2 and we get
Then, using the table that defines the function
we find that
To evaluate
we first evaluate the inside expression
using the first table:
Then, using the table for
we can evaluate
[link] shows the composite functions
and
as tables.
3 | 2 | 8 | 3 | 2 |
Using [link], evaluate
and
and
When we are given individual functions as graphs, the procedure for evaluating composite functions is similar to the process we use for evaluating tables. We read the input and output values, but this time, from the
and
axes of the graphs.
Given a composite function and graphs of its individual functions, evaluate it using the information provided by the graphs.
axis of its graph.
axis of its graph.
axis of the graph of the outer function.
axis of its graph. This is the output of the composite function.
Using [link], evaluate
To evaluate
we start with the inside evaluation. See [link].
We evaluate
using the graph of
finding the input of 1 on the
axis and finding the output value of the graph at that input. Here,
We use this value as the input to the function
We can then evaluate the composite function by looking to the graph of
finding the input of 3 on the
axis and reading the output value of the graph at this input. Here,
so
[link] shows how we can mark the graphs with arrows to trace the path from the input value to the output value.
Using [link], evaluate
When evaluating a composite function where we have either created or been given formulas, the rule of working from the inside out remains the same. The input value to the outer function will be the output of the inner function, which may be a numerical value, a variable name, or a more complicated expression.
While we can compose the functions for each individual input value, it is sometimes helpful to find a single formula that will calculate the result of a composition
To do this, we will extend our idea of function evaluation. Recall that, when we evaluate a function like
we substitute the value inside the parentheses into the formula wherever we see the input variable.
Given a formula for a composite function, evaluate the function.
Given
and
evaluate
Because the inside expression is
we start by evaluating
at 1.
Then
so we evaluate
at an input of 5.
It makes no difference what the input variables
and
were called in this problem because we evaluated for specific numerical values.
Given
and
evaluate
a. 8; b. 20
As we discussed previously, the domain of a composite function such as
is dependent on the domain of
and the domain of
It is important to know when we can apply a composite function and when we cannot, that is, to know the domain of a function such as
Let us assume we know the domains of the functions
and
separately. If we write the composite function for an input
as
we can see right away that
must be a member of the domain of
in order for the expression to be meaningful, because otherwise we cannot complete the inner function evaluation. However, we also see that
must be a member of the domain of
otherwise the second function evaluation in
cannot be completed, and the expression is still undefined. Thus the domain of
consists of only those inputs in the domain of
that produce outputs from
belonging to the domain of
Note that the domain of
composed with
is the set of all
such that
is in the domain of
and
is in the domain of
The domain of a composite function
is the set of those inputs
in the domain of
for which
is in the domain of
**Given a function composition
determine its domain.**
in the domain of
for which
is in the domain of
That is, exclude those inputs
from the domain of
for which
is not in the domain of
The resulting set is the domain of
Find the domain of
The domain of
consists of all real numbers except
since that input value would cause us to divide by 0. Likewise, the domain of
consists of all real numbers except 1. So we need to exclude from the domain of
that value of
for which
So the domain of
is the set of all real numbers except
and
This means that
We can write this in interval notation as
Find the domain of
Because we cannot take the square root of a negative number, the domain of
is
Now we check the domain of the composite function
For
since the radicand of a square root must be positive. Since square roots are positive,
or,
which gives a domain of
.
This example shows that knowledge of the range of functions (specifically the inner function) can also be helpful in finding the domain of a composite function. It also shows that the domain of
can contain values that are not in the domain of
though they must be in the domain of
Find the domain of
In some cases, it is necessary to decompose a complicated function. In other words, we can write it as a composition of two simpler functions. There may be more than one way to decompose a composite function, so we may choose the decomposition that appears to be most expedient.
Write
as the composition of two functions.
We are looking for two functions,
and
so
To do this, we look for a function inside a function in the formula for
As one possibility, we might notice that the expression
is the inside of the square root. We could then decompose the function as
We can check our answer by recomposing the functions.
Write
as the composition of two functions.
Possible answer:* * *
Access these online resources for additional instruction and practice with composite functions.
Composite function |
How does one find the domain of the quotient of two functions,
Find the numbers that make the function in the denominator
equal to zero, and check for any other domain restrictions on
and
such as an even-indexed root or zeros in the denominator.
What is the composition of two functions,
If the order is reversed when composing two functions, can the result ever be the same as the answer in the original order of the composition? If yes, give an example. If no, explain why not.
Yes. Sample answer: Let
Then
and
So
How do you find the domain for the composition of two functions,
Given
and
find
and
Determine the domain for each function in interval notation.
domain:
domain:
domain:
domain:
Given
and
find
and
Determine the domain for each function in interval notation.
Given
and
find
and
Determine the domain for each function in interval notation.
domain:
domain:
domain:
domain:
Given
and
find
and
Determine the domain for each function in interval notation.
Given
and
find
and
Determine the domain for each function in interval notation.
domain:
domain:
domain:
domain:
Given
and
find
Determine the domain of the function in interval notation.
Given
and
find the following:
a. 3; b.
c.
d.
e.
For the following exercises, use each pair of functions to find
and
Simplify your answers.
For the following exercises, use each set of functions to find
Simplify your answers.
and
and
Given
and
find the following:
in interval notation
Given
and
find the following:
in interval notation
a.
b.
Given the functions
find the following:
Given functions
and
state the domain of each of the following functions using interval notation:
a.
b.
c.
Given functions
and
state the domain of each of the following functions using interval notation.
For
and
write the domain of
in interval notation.
For the following exercises, find functions
and
so the given function can be expressed as
sample:
sample:
sample:
sample:
sample:
sample:
sample:
sample:
For the following exercises, use the graphs of
shown in [link], and
shown in [link], to evaluate the expressions.
2
5
4
0
For the following exercises, use graphs of
shown in [link],
shown in [link], and
shown in [link], to evaluate the expressions.
2
1
4
4
For the following exercises, use the function values for
shown in [link] to evaluate each expression.
|
</math></strong> |
</math></strong> |
</math></strong> | | 0 | 7 | 9 | | 1 | 6 | 5 | | 2 | 5 | 6 | | 3 | 8 | 2 | | 4 | 4 | 1 | | 5 | 0 | 8 | | 6 | 2 | 7 | | 7 | 1 | 3 | | 8 | 9 | 4 | | 9 | 3 | 0 |
9
4
2
3
For the following exercises, use the function values for
shown in [link] to evaluate the expressions.
** |
** | |||
</math></strong> | |||
</math></strong> | |||
-3 | 11 | -8 | |
-2 | 9 | -3 | |
-1 | 7 | 0 | |
0 | 5 | 1 | |
1 | 3 | 0 | |
2 | 1 | -3 | |
3 | -1 | -8 |
11
0
7
For the following exercises, use each pair of functions to find
and
For the following exercises, use the functions
and
to evaluate or find the composite function as indicated.
For the following exercises, use
and
Find
and
Compare the two answers.
Find
and
2
What is the domain of
What is the domain of
Let
for any function
the same result as the answer to part (a) for any function? Explain.
For the following exercises, let
and
True or False:
False
True or False:
For the following exercises, find the composition when
for all
and
;
The function
gives the number of items that will be demanded when the price is
The production cost
is the cost of producing
items. To determine the cost of production when the price is $6, you would do which of the following?
The function
gives the pain level on a scale of 0 to 10 experienced by a patient with
milligrams of a pain-reducing drug in her system. The milligrams of the drug in the patient’s system after
minutes is modeled by
Which of the following would you do in order to determine when the patient will be at a pain level of 4?
c
A store offers customers a 30% discount on the price
of selected items. Then, the store takes off an additional 15% at the cash register. Write a price function
that computes the final price of the item in terms of the original price
(Hint: Use function composition to find your answer.)
A rain drop hitting a lake makes a circular ripple. If the radius, in inches, grows as a function of time in minutes according to
find the area of the ripple as a function of time. Find the area of the ripple at
and
square inches
A forest fire leaves behind an area of grass burned in an expanding circular pattern. If the radius of the circle of burning grass is increasing with time according to the formula
express the area burned as a function of time,
(minutes).
Use the function you found in the previous exercise to find the total area burned after 5 minutes.
square units
The radius
in inches, of a spherical balloon is related to the volume,
by
Air is pumped into the balloon, so the volume after
seconds is given by
The number of bacteria in a refrigerated food product is given by
where
is the temperature of the food. When the food is removed from the refrigerator, the temperature is given by
where
is the time in hours.
a.
b. 3.38 hours
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