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Power Functions and Polynomial Functions |
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Suppose a certain species of bird thrives on a small island. Its population over the last few years is shown in [link].
| Year | 2009
| 2010
| 2011
| 2012
| 2013
| | Bird Population | 800
| 897
| 992
| 1,083
| 1,169
| {: #Table_03_03_01 summary=".."}
The population can be estimated using the function P(t)=−0.3 t 3 +97t+800,
where P(t)
represents the bird population on the island t
years after 2009. We can use this model to estimate the maximum bird population and when it will occur. We can also use this model to predict when the bird population will disappear from the island. In this section, we will examine functions that we can use to estimate and predict these types of changes.
In order to better understand the bird problem, we need to understand a specific type of function. A power function is a function with a single term that is the product of a real number, a coefficient, and a variable raised to a fixed real number. (A number that multiplies a variable raised to an exponent is known as a coefficient.)
As an example, consider functions for area or volume. The function for the area of a circle{: data-type="term" .no-emphasis} with radius r
is
and the function for the volume of a sphere{: data-type="term" .no-emphasis} with radius r
is
Both of these are examples of power functions because they consist of a coefficient, π
or 4 3 π,
multiplied by a variable r
raised to a power.
and p
are real numbers, and k
is known as the coefficient{: data-type="term"}.
a power function?**
No. A power function contains a variable base raised to a fixed power. This function has a constant base raised to a variable power. This is called an exponential function, not a power function.
f(x)=1 Constant function f(x)=x Identify function f(x)= x 2 Quadratic function f(x)= x 3 Cubic function f(x)= 1 x Reciprocal function f(x)= 1 x 2 Reciprocal squared function f(x)= x Square root function f(x)= x 3 Cube root function
The constant and identity functions are power functions because they can be written as f(x)= x 0
and f(x)= x 1
respectively.
The quadratic and cubic functions are power functions with whole number powers f(x)= x 2
and f(x)= x 3 .
The reciprocal{: data-type="term" .no-emphasis} and reciprocal squared functions are power functions with negative whole number powers because they can be written as f(x)= x −1
and f(x)= x −2 .
The square and cube root{: data-type="term" .no-emphasis} functions are power functions with fractional powers because they can be written as f(x)= x 1/2
or f(x)= x 1/3 .
f(x)=2 x 2 ⋅4 x 3 g(x)=− x 5 +5 x 3 −4x h(x)= 2 x 5 −1 3 x 2 +4
is a power function because it can be written as f(x)=8 x 5 .
The other functions are not power functions.
[link] shows the graphs of f(x)= x 2 , g(x)= x 4
and and h(x)= x 6 ,
which are all power functions with even, whole-number powers. Notice that these graphs have similar shapes, very much like that of the quadratic function in the toolkit. However, as the power increases, the graphs flatten somewhat near the origin and become steeper away from the origin.
To describe the behavior as numbers become larger and larger, we use the idea of infinity. We use the symbol ∞
for positive infinity and −∞
for negative infinity. When we say that “ x
approaches infinity,” which can be symbolically written as x→∞,
we are describing a behavior; we are saying that x
is increasing without bound.
With the even-power function, as the input increases or decreases without bound, the output values become very large, positive numbers. Equivalently, we could describe this behavior by saying that as x
approaches positive or negative infinity, the f( x )
values increase without bound. In symbolic form, we could write
[link] shows the graphs of f(x)= x 3 , g(x)= x 5 , and h(x)= x 7 ,
which are all power functions with odd, whole-number powers. Notice that these graphs look similar to the cubic function in the toolkit. Again, as the power increases, the graphs flatten near the origin and become steeper away from the origin.
These examples illustrate that functions of the form f( x )= x n
reveal symmetry of one kind or another. First, in [link] we see that even functions of the form f( x )= x n , n even,
are symmetric about the y-
axis. In [link] we see that odd functions of the form f( x )= x n , n odd,
are symmetric about the origin.
For these odd power functions, as x
approaches negative infinity, f( x )
decreases without bound. As x
approaches positive infinity, f( x )
increases without bound. In symbolic form we write
The behavior of the graph of a function as the input values get very small ( x→−∞
) and get very large ( x→∞
) is referred to as the end behavior{: data-type="term"} of the function. We can use words or symbols to describe end behavior.
[link] shows the end behavior of power functions in the form f(x)=k x n
where n
is a non-negative integer depending on the power and the constant.
where** n
is a non-negative integer, identify the end behavior.
- Determine whether the power is even or odd.
- Determine whether the constant is positive or negative.
- Use [link] to identify the end behavior. {: type="1"}
approaches infinity, the output (value of f(x)
) increases without bound. We write as x→∞, f(x)→∞.
As x
approaches negative infinity, the output increases without bound. In symbolic form, as x→−∞, f(x)→∞.
We can graphically represent the function as shown in [link].
(negative), the graph is the reflection about the x-
axis of the graph of f(x)= x 9 .
[link] shows that as x
approaches infinity, the output decreases without bound. As x
approaches negative infinity, the output increases without bound. In symbolic form, we would write
| x
| f( x )
| |---------- | –10 | 1,000,000,000 | | –5 | 1,953,125 | | 0 | 0 | | 5 | –1,953,125 | | 10 | –1,000,000,000 | {: #Table_03_03_03 summary=".."}
We can see from [link] that, when we substitute very small values for x,
the output is very large, and when we substitute very large values for x,
the output is very small (meaning that it is a very large negative value).
approaches positive or negative infinity, f( x )
decreases without bound: as x→±∞, f(x)→−∞
because of the negative coefficient.
An oil pipeline bursts in the Gulf of Mexico, causing an oil slick in a roughly circular shape. The slick is currently 24 miles in radius, but that radius is increasing by 8 miles each week. We want to write a formula for the area covered by the oil slick by combining two functions. The radius r
of the spill depends on the number of weeks w
that have passed. This relationship is linear.
We can combine this with the formula for the area A
of a circle.
Composing these functions gives a formula for the area in terms of weeks.
Multiplying gives the formula.
This formula is an example of a polynomial function. A polynomial function consists of either zero or the sum of a finite number of non-zero terms, each of which is a product of a number, called the coefficient of the term, and a variable raised to a non-negative integer power.
be a non-negative integer. A polynomial function{: data-type="term"} is a function that can be written in the form
is a coefficient and can be any real number, but a n
cannot = 0
. Each product a i x i
is a term of a polynomial function{: data-type="term"}.
where the powers are non-negative integers and the coefficients are real numbers.
-
f(x)
can be written as f(x)=6 x 4 +4.
-
g(x)
can be written as g(x)=− x 3 +4x.
-
h(x)
cannot be written in this form and is therefore not a polynomial function.
Because of the form of a polynomial function, we can see an infinite variety in the number of terms and the power of the variable. Although the order of the terms in the polynomial function is not important for performing operations, we typically arrange the terms in descending order of power, or in general form. The degree{: data-type="term"} of the polynomial is the highest power of the variable that occurs in the polynomial; it is the power of the first variable if the function is in general form. The leading term{: data-type="term"} is the term containing the highest power of the variable, or the term with the highest degree. The leading coefficient{: data-type="term"} is the coefficient of the leading term.
When a polynomial is written in this way, we say that it is in general form.
-
Find the highest power of x
to determine the degree function.
-
Identify the term containing the highest power of x
to find the leading term.
-
Identify the coefficient of the leading term. {: type="1"}
the highest power of x
is 3, so the degree is 3. The leading term is the term containing that degree, −4 x 3 .
The leading coefficient is the coefficient of that term, −4.
For the function g( t ),
the highest power of t
is 5,
so the degree is 5.
The leading term is the term containing that degree, 5 t 5 .
The leading coefficient is the coefficient of that term, 5.
For the function h( p ),
the highest power of p
is 3,
so the degree is 3.
The leading term is the term containing that degree, −p 3 ;
the leading coefficient is the coefficient of that term, −1.
The leading coefficient is −1.
Knowing the degree of a polynomial function is useful in helping us predict its end behavior. To determine its end behavior, look at the leading term of the polynomial function. Because the power of the leading term is the highest, that term will grow significantly faster than the other terms as x
gets very large or very small, so its behavior will dominate the graph. For any polynomial, the end behavior of the polynomial will match the end behavior of the term of highest degree. See [link].
get very large, the output values f(x)
increase without bound. As the input values x
get very small, the output values f(x)
decrease without bound. We can describe the end behavior symbolically by writing
values approach infinity, the function values approach infinity, and as x
values approach negative infinity, the function values approach negative infinity.
We can tell this graph has the shape of an odd degree power function that has not been reflected, so the degree of the polynomial creating this graph must be odd and the leading coefficient must be positive.
express the function as a polynomial in general form, and determine the leading term, degree, and end behavior of the function.
The leading term is −3 x 4 ;
therefore, the degree of the polynomial is 4. The degree is even (4) and the leading coefficient is negative (–3), so the end behavior is
express the function as a polynomial in general form and determine the leading term, degree, and end behavior of the function.
so it is a degree 3 polynomial. As x
approaches positive infinity, f( x )
increases without bound; as x
approaches negative infinity, f( x )
decreases without bound.
In addition to the end behavior of polynomial functions, we are also interested in what happens in the “middle” of the function. In particular, we are interested in locations where graph behavior changes. A turning point is a point at which the function values change from increasing to decreasing or decreasing to increasing.
We are also interested in the intercepts. As with all functions, the *y-*intercept is the point at which the graph intersects the vertical axis. The point corresponds to the coordinate pair in which the input value is zero. Because a polynomial is a function, only one output value corresponds to each input value so there can be only one *y-*intercept (0, a 0 ).
The *x-*intercepts occur at the input values that correspond to an output value of zero. It is possible to have more than one *x-*intercept. See [link].
intercepts are the points at which the output value is zero.
-
Determine the *y-*intercept by setting x=0
and finding the corresponding output value.
-
Determine the x-
intercepts by solving for the input values that yield an output value of zero. {: type="1"}
written in factored form for your convenience, determine the y-
and x-
intercepts.
The x-intercepts occur when the output is zero.
intercepts are (2,0),(–1,0),
and (4,0).
We can see these intercepts on the graph of the function shown in [link].
determine the y-
and x-
intercepts.
The x-intercepts occur when the output is zero. To determine when the output is zero, we will need to factor the polynomial.
and (–3,0).
We can see these intercepts on the graph of the function shown in [link]. We can see that the function is even because f( x )=f( −x ).
determine the y-
and x-
intercepts.
x-intercepts (0,0),(–2,0),
and (5,0)
The degree of a polynomial function helps us to determine the number of x-
intercepts and the number of turning points. A polynomial function of nth
degree is the product of n
factors, so it will have at most n
roots or zeros, or x-
intercepts. The graph of the polynomial function of degree n
must have at most n–1
turning points. This means the graph has at most one fewer turning point than the degree of the polynomial or one fewer than the number of factors.
A continuous function{: data-type="term"} has no breaks in its graph: the graph can be drawn without lifting the pen from the paper. A smooth curve{: data-type="term"} is a graph that has no sharp corners. The turning points of a smooth graph must always occur at rounded curves. The graphs of polynomial functions are both continuous and smooth.
will have, at most, n
x-intercepts and n−1
turning points.
intercepts and turning points for f(x)=−3 x 10 +4 x 7 − x 4 +2 x 3 .
so there are at most 10
x
-intercepts and at most 10−1=9
turning points.
intercepts and turning points for f(x)=108−13 x 9 −8 x 4 +14 x 12 +2 x 3
intercepts and at most 11 turning points.
The graph has 2 x-
intercepts, suggesting a degree of 2 or greater, and 3 turning points, suggesting a degree of 4 or greater. Based on this, it would be reasonable to conclude that the degree is even and at least 4.
intercepts and 2 turning points, so the degree is odd and at least 3. Because of the end behavior, we know that the lead coefficient must be negative.
determine the local behavior.
intercept is found by evaluating f(0).
intercept is (0,0).
The x-
intercepts are found by determining the zeros of the function.
intercepts are (0,0),(–3,0),
and (4,0).
The degree is 3 so the graph has at most 2 turning points.
determine the local behavior.
intercepts are (2,0),(−1,0),
and (5,0),
the *y-*intercept is (0,2),
and the graph has at most 2 turning points.
-
[Turning Points and x-
intercepts of Polynomial Functions]3
| general form of a polynomial function | f(x)= a n x n + a n - 1 x n - 1 + ...+ a 2 x 2 + a 1 x+ a 1
| {: #eip-id1165134063974 summary=".."}
-
A power function is a variable base raised to a number power. See [link].
-
The behavior of a graph as the input decreases beyond bound and increases beyond bound is called the end behavior.
-
The end behavior depends on whether the power is even or odd. See [link] and [link].
-
A polynomial function is the sum of terms, each of which consists of a transformed power function with positive whole number power. See [link].
-
The degree of a polynomial function is the highest power of the variable that occurs in a polynomial. The term containing the highest power of the variable is called the leading term. The coefficient of the leading term is called the leading coefficient. See [link].
-
The end behavior of a polynomial function is the same as the end behavior of the power function represented by the leading term of the function. See [link] and [link].
-
A polynomial of degree n
will have at most n
*x-*intercepts and at most n−1
turning points. See [link], [link], [link], [link], and [link].
decreases without bound, so does f( x ).
As x
increases without bound, so does f( x ).
and as x→∞, f(x)→−∞.
For the following exercises, identify the function as a power function, a polynomial function, or neither.
For the following exercises, find the degree and leading coefficient for the given polynomial.
For the following exercises, determine the end behavior of the functions.
For the following exercises, find the intercepts of the functions.
t-intercepts are (1,0);(–2,0);and (3,0).
x-intercepts are (2,0)
and (−2,0).
x-intercepts are (0,0),(4,0),
and ( −2, 0 ).
For the following exercises, determine the least possible degree of the polynomial function shown.
For the following exercises, determine whether the graph of the function provided is a graph of a polynomial function. If so, determine the number of turning points and the least possible degree for the function.
For the following exercises, make a table to confirm the end behavior of the function.
x | f( x ) |
---|---|
10 | 9,500 |
100 | 99,950,000 |
–10 | 9,500 |
–100 | 99,950,000 |
x | f( x ) |
---|---|
10 | –504 |
100 | –941,094 |
–10 | 1,716 |
–100 | 1,061,106 |
For the following exercises, graph the polynomial functions using a calculator. Based on the graph, determine the intercepts and the end behavior.
intercept is ( 0, 0 ).
The x-
intercepts are ( 0, 0 ), ( 2, 0 ).
As x→−∞, f(x)→∞, as x→∞, f(x)→∞
intercept is ( 0,0 )
. The x-
intercepts are ( 0, 0 ), ( 5, 0 ), ( 7, 0 ).
As x→−∞, f(x)→−∞, as x→∞, f(x)→∞
intercept is ( 0, 0 ).
The x-
intercept is ( −4, 0 ), ( 0, 0 ), ( 4, 0 ).
As x→−∞, f(x)→−∞, as x→∞, f(x)→∞
intercept is ( 0, −81 ).
The x-
intercept are ( 3, 0 ), ( −3, 0 ).
As x→−∞, f(x)→∞, as x→∞, f(x)→∞
intercept is ( 0, 0 ).
The x-
intercepts are ( −3, 0 ), ( 0, 0 ), ( 5, 0 ).
As x→−∞, f(x)→−∞, as x→∞, f(x)→∞
For the following exercises, use the information about the graph of a polynomial function to determine the function. Assume the leading coefficient is 1 or –1. There may be more than one correct answer.
intercept is (0,−4).
The x-
intercepts are (−2,0), (2,0).
Degree is 2.
End behavior: as x→−∞, f(x)→∞, as x→∞, f(x)→∞.
intercept is (0,9).
The x-
intercepts are (−3,0), (3,0).
Degree is 2.
End behavior: as x→−∞, f(x)→−∞, as x→∞, f(x)→−∞.
intercept is (0,0).
The x-
intercepts are (0,0), (2,0).
Degree is 3.
End behavior: as x→−∞, f(x)→−∞, as x→∞, f(x)→∞.
intercept is (0,1).
The x-
intercept is (1,0).
Degree is 3.
End behavior: as x→−∞, f(x)→∞, as x→∞, f(x)→−∞.
intercept is (0,1).
There is no x-
intercept. Degree is 4.
End behavior: as x→−∞, f(x)→∞, as x→∞, f(x)→∞.
For the following exercises, use the written statements to construct a polynomial function that represents the required information.
the number of days elapsed.
the number of minutes elapsed.
inches and the width increased by twice that amount, express the area of the rectangle as a function of x.
inch sides from a piece of cardboard 8 inches by 8 inches and then folding up the sides. Express the volume of the box as a function of x.
).
coefficient : a nonzero real number multiplied by a variable raised to an exponent ^
continuous function : a function whose graph can be drawn without lifting the pen from the paper because there are no breaks in the graph ^
degree : the highest power of the variable that occurs in a polynomial ^
end behavior : the behavior of the graph of a function as the input decreases without bound and increases without bound ^
leading coefficient : the coefficient of the leading term ^
leading term : the term containing the highest power of the variable ^
polynomial function : a function that consists of either zero or the sum of a finite number of non-zero terms, each of which is a product of a number, called the coefficient of the term, and a variable raised to a non-negative integer power. ^
power function : a function that can be represented in the form f(x)=k x p
where k
is a constant, the base is a variable, and the exponent, p,
is a constant ^
smooth curve : a graph with no sharp corners ^
term of a polynomial function : any a i x i
of a polynomial function in the form f(x)= a n x n + a n - 1 x n - 1 + ...+ a 2 x 2 + a 1 x+ a 1 ^
turning point : the location at which the graph of a function changes direction