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Power Series

We have seen sequences and series of constants. If the terms of a sequence being summed are power functions, then we have a power series, defined by power series def Note that most textbooks start with n = 0 instead of starting at 1, because it makes the exponents and n the same (if we started at 1, then the exponents would be n - 1). Also note that the constant c is called the center of the power series.

A power series is a function of x and will always converge for x = c, because all the terms except a0 become zero. So the question we want to ask about power series convergence is whether it converges for other values of x besides c. We can use the ratio test to find out the absolute convergence of the power series by examining the limit, as n approached infinity, of the absolute value of two successive terms of the sequence. If the limit does not exist, then the series only converges for x = c. If the limit is zero, then the series converges for all x. If there is a limit and it is of the form radius of convergence then the series converges for a limited interval about c. In this case, R is called the radius of convergence and the series converges when | x - c | < R. Since the ratio test doesn't tell us whether the series converges when |x| = R, we have to test those two cases separately. The resulting set of values for x where the series converges is called the interval of convergence.

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See About the calculus applets for operating instructions.

1. Geometric power series

The applet shows the power series geo. power series Note that the graph only shows Pnmax (where nmax is adjustable), since computing an infinite series by just adding up the terms would take infinite time. Also note that this applet uses sum(var,start,end,expr) to define the power series. The sum( ) operation adds up the terms of a sequence, where var is the name of the summation variable (usually n), start is the initial value, end is the ending value (usually nmax in this applet), and expr is the expression to be summed. This is the same as summation expr For a power series, the expression is a function of both n and x. The applet uses (x - c) as the base of the power functions, but in this example c = 0. We know that a geometric series converges when the common ration is between -1 and 1, so this series converges for | x | < 1. We can also use the ratio test to confirm this: series so the radius of convergence is 1. This means that the series converges when | x | < 1. We still need to check whether it converges when | x | = 1 (i.e., when x = 1 or when x = -1). To check these last two cases, we just plug in the values for x to see if the series of constants converges, using one of the tests we have studied. In other words, does series converge (and the same question for x = -1)? Since the base of the exponent is 1 and constant, this obviously diverges because the nth term does not go to zero. Similarly, if the base is -1 we have an alternating series, but the terms don't get smaller, they just switch back and forth from 1 to -1, so the series doesn't converge here, either. Hence the interval of convergence is | x | < 1. You can move the x slider to move the black point around on the curve, noting that when you get outside the interval of convergence, the point heads off to infinity. You can also move the c slider to see what effect changing the center of the power series has on the graph (and hence see why it is called the center).

2. Another geometric power series

Select the second example from the drop down menu, showing geo series (again, c = 0 initially and nmax = 10 for the graph). Using the same ratio test as above, we can find that the limit of the ratio of successive terms is lim so the radius of convergence is 3 in this case. Since this is a geometric series with common ration x/3, the series will converge when | x | < 3. You can see from the graph, by moving the x slider, that this roughly corresponds to the part of the graph where the black point doesn't head off to infinity (it doesn't correspond exactly, since we are only graphing the sum of 10 terms of the series instead of all the terms).

3. A more complex series

Select the third example from the drop down menu, showing series Note that in this case we used more complicated exponents to deal with the fact that some of the terms are missing. If we had written it in a form where the exponent on x was n, some of the terms would be zero and we would not be able to use the ratio test. Using this test on the series as written gives us: lim Since the limit is zero, this series converges for all x. In fact, we will see later that it is equal to cos x. If you happen to zoom out, you will notice that the graph does not converge for all x. This is because we are only graphing 10 terms. If you move the nmax slider, you will notice that the graph converges on a smaller interval. Similarly, if you make nmax bigger, it will converge on a larger interval. If you could make nmax equal to infinity, it would converge for all x.

4. Very limited convergence

Select the fourth example, showing series Using the ratio test we get: lim Since this limit does not not exist, the series only converges for x = 0 (which is c in this example). If you set nmax = 100, you will see more clearly on the graph that the interval of convergence is very small (warning: don't set nmax much bigger than this, as the software will take a long time to compute the series).

Other 'Sequences and Series' topics

Acknowledgements

Derived from the work of Thomas S. Downey under a Creative Commons Attribution 3.0 License.