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Positive Power Functions: Properties, Derivatives, and Symmetries, Lecture notes of Linear Algebra

Positive power functions, their graphs, and their derivatives. It covers the symmetry properties of even and odd functions, the relationship between the derivative and the original function, and the concept of higher derivatives. Students will gain a deeper understanding of power functions and their mathematical properties.

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2021/2022

Uploaded on 09/27/2022

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Positive Power Functions
Positive Power Functions
In today’s lecture, we continue our theme of studying polynomials and the terms which comprise polynomials.
A positive power function is a function of the form f(x) = xn, where nis a natural number. You should
become familiar with seeing notation like this, where the exponent is not given explicitly, but instead is
represented by a letter. Here, we mean that we are studying the function f(x) = x, x2, x3, x4, ... as a family.
Suppose we were to graph this family of functions all on the same graph. Specifically, let us graph x,x2,
x3, and x4using the following numerical tables as a guide (we leave out the table for the function x):
x x2
-1.5 2.25
-1 1
-0.5 0.25
0 0
0.5 0.25
1 1
1.5 2.25
x x3
-1.5 -3.375
-1 -1
-0.5 -0.125
0 0
0.5 0.125
1 1
1.5 3.375
x x4
-1.5 5.0625
-1 1
-0.5 0.0625
0 0
0.5 0.0625
1 1
1.5 5.0625
When we sketch out these graphs, we see the following traits of the graphs of positive power functions:
The graphs of positive power functions come in two basic shapes. If nis even, then the graph of xnhas
an axis of symmetry, and that is the vertical line x= 0, the y-axis. If nis odd, then xnhas a point of
symmetry, which is the origin. This means that if the point (x, y) is in the graph of xn, then the point
(x, y) is also in the graph. We will discuss these two types of symmetries more later in the lecture.
For all values of n,xnequals 0 when x= 0, and xnequals 1 when x= 1. So the graphs of all positive
power functions intersect at the origin and at the point (1,1).
When xis between 0 and 1, the larger nis, the smaller xnis. You can observe this phenomenon but
studying the values of x,x2,x3,x4for x= 0.5 in the tables above. This has the effect that, if mand
nare two natural numbers and m < n, then between x= 0 and x= 1, the graph of xmis above the
graph of xn. We also see that, as ngets larger, the graph of xnlooks more and more like it is following
the x-axis and the vertical line x= 1, so that it almost looks like it has a corner in it.
When xis greater than 1, the larger nis, the larger xnis. Think of the powers of any natural number
greater than 1 to see this. This means that, if mand nare natural numbers and m<n, then when
x > 1, the graph of xmis below that of xn. We also observe that, the larger nis, the more the graph
of xnfor x > 1 looks like the vertical line x= 1.
Derivatives of Positive Power Functions
Now let f(x) = xn, where nis some natural number. The derivative of f(x) at x=pis
df
dx(p) = npn1.
In particular:
If f(x) = x, then df
dx(p) = 1. This should make sense: in this case, f(x) is a linear function. Recall
that the derivative of a function at a point is the slope of the tangent line to the graph of that function
at that point. The graph of a linear function is a line, and, when you think about it, the tangent line
to a line is itself. So the derivative of a linear function is its own slope. In this case, that slope is 1.
If f(x) = x2, then the formula above tells us that df
dx(p) = 2p. This is consistent with what we already
know, because here f(x) is a quadratic function, with a= 1 and b= 0, and applying the formula for
the derivative of a quadratic function, we get the same result as above.
1
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Positive Power Functions

Positive Power Functions

In today’s lecture, we continue our theme of studying polynomials and the terms which comprise polynomials. A positive power function is a function of the form f (x) = xn, where n is a natural number. You should become familiar with seeing notation like this, where the exponent is not given explicitly, but instead is represented by a letter. Here, we mean that we are studying the function f (x) = x, x^2 , x^3 , x^4 , ... as a family. Suppose we were to graph this family of functions all on the same graph. Specifically, let us graph x, x^2 , x^3 , and x^4 using the following numerical tables as a guide (we leave out the table for the function x):

x x^2 -1.5 2. -1 1 -0.5 0. 0 0 0.5 0. 1 1 1.5 2.

x x^3 -1.5 -3. -1 - -0.5 -0. 0 0 0.5 0. 1 1 1.5 3.

x x^4 -1.5 5. -1 1 -0.5 0. 0 0 0.5 0. 1 1 1.5 5.

When we sketch out these graphs, we see the following traits of the graphs of positive power functions:

  • The graphs of positive power functions come in two basic shapes. If n is even, then the graph of xn^ has an axis of symmetry, and that is the vertical line x = 0, the y-axis. If n is odd, then xn^ has a point of symmetry, which is the origin. This means that if the point (x, y) is in the graph of xn, then the point (−x, −y) is also in the graph. We will discuss these two types of symmetries more later in the lecture.
  • For all values of n, xn^ equals 0 when x = 0, and xn^ equals 1 when x = 1. So the graphs of all positive power functions intersect at the origin and at the point (1, 1).
  • When x is between 0 and 1, the larger n is, the smaller xn^ is. You can observe this phenomenon but studying the values of x, x^2 , x^3 , x^4 for x = 0.5 in the tables above. This has the effect that, if m and n are two natural numbers and m < n, then between x = 0 and x = 1, the graph of xm^ is above the graph of xn. We also see that, as n gets larger, the graph of xn^ looks more and more like it is following the x-axis and the vertical line x = 1, so that it almost looks like it has a corner in it.
  • When x is greater than 1, the larger n is, the larger xn^ is. Think of the powers of any natural number greater than 1 to see this. This means that, if m and n are natural numbers and m < n, then when x > 1, the graph of xm^ is below that of xn. We also observe that, the larger n is, the more the graph of xn^ for x > 1 looks like the vertical line x = 1.

Derivatives of Positive Power Functions

Now let f (x) = xn, where n is some natural number. The derivative of f (x) at x = p is

df dx

(p) = npn−^1.

In particular:

  • If f (x) = x, then d dfx (p) = 1. This should make sense: in this case, f (x) is a linear function. Recall that the derivative of a function at a point is the slope of the tangent line to the graph of that function at that point. The graph of a linear function is a line, and, when you think about it, the tangent line to a line is itself. So the derivative of a linear function is its own slope. In this case, that slope is 1.
  • If f (x) = x^2 , then the formula above tells us that d dfx (p) = 2p. This is consistent with what we already know, because here f (x) is a quadratic function, with a = 1 and b = 0, and applying the formula for the derivative of a quadratic function, we get the same result as above.
  • If f (x) = x^3 , then d dfx (p) = 3p^2. Now f (x) is a cubic function, with a = 1, b = 0, and c = 0, and here too we would have gotten the same result had we used the formula for the derivative of a cubic.

As an example of using this formula, let us find the derivatives of all of the positive power function at x = 1. Since we are working with all of the positive power function, let us use the notation f (x) = xn^ instead of specific values of n. Then applying the formula for the derivative, we get that

df dx (1) = n · 1 n−^1 = n · 1 = n.

So the slope of the tangent line to the graph of xn^ at x = 1 is n. This means that, as n gets larger, so does the slope of that tangent line. Does this agree with our observations of how the graphs of positive power functions look when compared to each other?

Even and Odd Functions

We now return to the issue of the symmetry we found in the graphs of positive power functions. Remember, when n is even, the graph of f (x) = xn^ has an axis of symmetry at the y-axis. This axis of symmetry exists specifically because (−x)n^ = xn^ when n is even. Another way to write this is that is by using function notation: f (−x) = f (x). It turns out that many functions have the property that f (−x) = f (x). Since the most important of these are the positive power functions when n is even, the name we give to functions with this property is even functions. The main characteristic of graphs of even functions is that they all have an axis of symmetry at the y-axis. It is also true that if the graph of a function has an axis of symmetry at the y-axis, then that function is an even function. We also observed that, when n is odd, the graph of f (x) = xn^ has a point of symmetry at the origin. This point of symmetry exists because (−x)n^ = −xn^ when n is odd (if you do not see this, try computing both sides of this equation using specific values of x and n). We can also write this relationship using function notation: f (−x) = −f (x). Just as in the previous case, there are many functions with the property f (−x) = −f (x), and for because the most prominent examples of functions like these are the positive power functions when n is odd, the name for functions with this property is odd functions. The graphs of odd functions have the characteristic that they have point symmetry about the origin and, specifically, they pass through the origin. In other words, if f is an odd function, then f (0) = 0. Can you see why this must be true? We also have that, if the graph of a function has point symmetry about the origin, then that function is an odd function.

The Derivative as a Function and Higher Derivatives

We now return to studying the derivative. In all of the functions we have described so far, we have talked about the notion of the derivative at a point. You may have noticed, however, that we do not need to think about the derivative as being at one point and one point only. We can think of the derivative of f (x) as being another function: we assign to every x the derivative of f (x) at that x value. We write this new function as d dfx (x), so simply d dfx , and instead of calling this the derivative function, we simply call it the derivative. In the future, if we do not specify a point at which we are taking the derivative, then we are taking about the derivative as a function. If we do specify a point, then we are taking about the derivative at that point, which is simply a number. As a example of the derivative as a function, take f (x) = 2x^2 + 3x − 5. Then df dx

(x) = 4x + 3.

Notice that all we did was apply the formula for the derivative of a quadratic, and instead of substituting a number for p, we simply replaced p with x. Also notice that the derivative of f (x), which is a quadratic function, is a linear function. This is a general phenomenon: the derivatives of all quadratic functions are linear functions. Likewise, the derivative of a cubic function is a quadratic function, and the derivative of a linear function is a constant function. Can you see a pattern developing? The concept of the derivative as a function leads us to another idea: taking the derivative of a derivative. The derivative of the derivative of the function f (x) is called the second derivative of f (x). In this context,