Appendix to Chapter VIII

A8.1 Multiplication and Division of Series

A8.1.1 Multiplication of Absolutely Convergent Series: Let

be two absolutely convergent series. Together with these series, consider the corresponding series of absolute values

Moreover, let

We now assert that the series is absolutely convergent and that its sum is equal to A·B.

In order to prove this, we write down the series

the n²-th partial sum of which is AnBn, and we assert that it converges absolutely. In fact, the partial sums of the corresponding series with absolute values increase monotonically; the n²-th partial sum is equal to which is less than (and which tends to ). The series with absolute values therefore converges and the series written down above converges absolutely. The sum of the series is obviously AB, since its n²-th partial sum is AnBn, which tends to AB as n®¥. We now interchange the order of the terms, which is permissible for absolutely convergent series, and bracket successive terms together. In a convergent series, we may bracket successive terms in as many places as we desire without disturbing the convergence or altering the sum of the series, because, if we bracket, say, the terms then, if we form the partial sum, we shall omit those partial sums which originally fell between sn and sm, which does not affect the convergence or change the value of the limit. Also, if the series was absolutely convergent before the brackets were inserted, it remains absolutely convergent. Since the series

is formed in this way from the series written down above, the required proof is complete.

A8.1.2 Multiplication and Division of Power Series: The principal use of our theorem is found in the theory of power series. The following assertion is an immediate consequence of it:

The product of the two power series

is represented in the interval of convergence common to the two power series by a third power series the coefficients of which are given by

As regards the division of power series, we can likewise represent the quotient of the two power series above by a power series provided b0, the constant term in the denominator, does not vanish. (In the latter case, such a representation is, in general, not possible; indeed, it could not converge at x=0 on account of the vanishing of the denominator, while, on the other hand, every power series must converge at x = 0.) The coefficients of the power series

can be calculated by recalling that

so that the following equations must be true:

We find readily from the first of these equations q0, from the second one q1, from the third one (by using the values q0 and q1) the value of q2, etc. In order to strictly justify the expression of the quotient of two power series by the third power series, we must still investigate the convergence of the formally calculated power series the general investigation of which we will omit. We shall be content with the statement that the series for the quotient does actually converge, provided x remains within a sufficiently small interval, in which the denominator does not vanish and both the numerator and the denominator are convergent series.

A8.2 Infinite Series and Improper integrals

The infinite series and the concepts developed in connection with them have simple applications and analogies in the theory of improper integrals. We shall confine ourselves here to the case of a convergent integral with an infinite interval of integration, say an integral of the form If we subdivide the interval of integration by a sequence of numbers x0 = 0, x1, ··· , which tends monotonically to ¥, we can write the improper integral in the form

where each term of our infinite series is an integral:

etc. This is true no matter how we choose the points xn , whence we can reduce the idea of a convergent improper integral to that of an infinite series in many ways.

It is especially convenient to choose the points xn so that the integrand does not change sign within any individual sub-interval. The series will then correspond to the integral of the absolute value of our function

We are thus led naturally to the concept: An improper integral is said to be absolutely convergent, if there exists the integral Otherwise, if our integral exists at all, we shall say that it is conditionally convergent.

Some of the integrals considered earlier (4.8.4) such as

are absolutely convergent. On the other hand, the integral

studied in 4.8.5, is a simple example of a conditionally convergent integral. In order to give a proof of the convergence of this integral, which is independent of the former proof, we subdivide the interval from 0 to A at the points xn=np (n = 0, 1, 2, ··· , mA), where mA is the largest possible integer for which mAp£A. Hence we divide the integral into terms of the form

and a remainder RA of the form

It is clear that the quantities an have alternating signs, since sin x is alternately positive and negative in consecutive intervals. Moreover, |an+1| < |an|; indeed, on applying the transformation x = x - p, we have

Hence we see, by Leibnitz's test , that San converges. Moreover, the remainder RA has the absolute value

and this tends to 0 as A increases. Thus, if we let A tend to ¥ in the equation

the right hand side tends to San as a limit and our integral is convergent. However, the convergence is not absolute, because

A8.3 Infinite Products

In the introduction to this chapter (8.1), we drew attention to the fact that infinite series are only one way, although a particularly important way of representing numbers or functions by infinite processes. As an example of another such process, we shall introduce statements on infinite products without proofs.

We have dealt with Wallis' product

in which the number p/2 is expressed as an infinite product. We mean by the value of the infinite product

the limit of the sequences of partial products

provided it exists.

Naturally, the factors a1, a2. a3, ··· may also be functions of a variable x. An especially interesting example is the infinite product for the function sin x

which we shall obtain in 9.4.8.

The infinite product for the zeta function has a very important role in the theory of numbers. In order to retain the notation, used in number theory, we denote here the independent variable by s and define the zeta function for s > 1 by

We know from 8.2.3 that the series on the right-hand side converges if s > 1. If p is any number larger than 1, we obtain the equation

by expanding the geometric series. If we imagine this series written down for all the prime numbers p1, p2, p3, ··· in increasing order of magnitude and all the equations thus formed multiplied together, we obtain on the left-hand side a product of the form

If, without stopping to justify the process in any way, we multiply together the series on the right-hand sides of our equations and, in addition, recall that by an elementary theorem each integer n > 1 can be expressed in one and only one way as a product of powers of different prime numbers, we find that the product on the right hand side is again the function z (s), whence we obtain the remarkable product form

This product form, the derivation of which we have only sketched here briefly, is actually an expression of the zeta function as an infinite product, since the number of prime numbers is infinite.

In the general theory of infinite products, we usually exclude the case where the product a1·a2·a3 ··· has the limit zero, whence it is especially important that none of the factors an should vanish. In order that the product may converge, the factors an must accordingly tend to 1 as n increases. Since we can, if necessary, omit a finite number of factors (this has no bearing on the question of convergence), we may assume that an > 0. This case is the topic of the theorem:

A necessary and sufficient condition for the convergence of the product where an > 0 is that the series should converge.

Indeed, it is clear that the partial sums of this series will tend to a definite limit, if and only if the partial products a1a2a3···an possess a positive limit.

In studying convergence, we usually apply the following criterion (a sufficient condition), where we put an = 1 + an :

The product

converges, if the series

converges and no factor (1 + an) is zero.

In the proof, we may assume, if necessary after omission of a finite number of factors, that each |an| < 1/2. We have then 1 - |an| > 1/2. By the mean value theorem,

for 0 < q < 1, whence

and so the convergence of the series follows from the convergence of .

It follows from our criterion that the infinite product, given above for sin p x, converges for all values of x except for x = 0, ± 1, ± 2 ···, where factors of the product are zero. Moreover, for p ³ 2 and s > 1, we readily find that

Now, if we let p assume all prime values, the series must converge, since the terms form only a part of the convergent series . The convergence of the product for s > 1 has thus been proved.

A8.4 Series involving Bernoulli Numbers

So far, we have given no expansions in power series for certain elementary functions, e.g., tan x. The reason is that the numerical coefficients which occur are not of any very simple form. We can express these coefficients and those in the series for a number of other functions in terms of the solaced Bernoulli numbers. These numbers are certain rational numbers with a not very simple law of formation which occur in many parts of analysis. We arrive at them most simply by expanding the function

in a power series of the form

If we write this equation in the form

and substitute on the right hand side the power series for ex - 1, we obtain, as in A8.1.2, a recurrence relation which allows the computation of all the numbers Bn . These numbers are called Bernoulli numbers.

In some publications, a slightly different notation is employed with the basic formula

)

They are rational, since in their formation only rational operations are used; as we easily verify, they vanish for all odd indices other than n = 1. The first few Bernoulli numbers are

We must content ourselves with a brief hint as to how these numbers are involved in the power series under consideration. Firstly, the transformation

yields

If we replace x by 2x, we obtain

for |x| < p, after replacing x by - x,

Now, using the equation , we find the series

valid for |x| < p /2.

For further information, we refer the reader, for example, to the more detailed treatise of K. Knopp, Theory and Application of Infinite Series, p. 183, (Blackie & Son, Ltd., 1928.

Exercises 8.5:

1. Prove that the power series for still converges when x = 1.

2. Prove that there is for every positive e a polynomial in x which represents in the interval 0 £ x £ 1 with an error less than e.

3. Prove that there is for every positive e a polynomial in t which represents |t| in the interval -1 £ t £ l with an error less than e.

4. Weierstrass' Approximation Theorem: Prove that, if f(x) is continuous in a £ x £ b, then there exists for every positive e a polynomial P(x) such that |f(x)-P(x)| < e for all values of x in the interval a £ x £ b.

5. Prove that the following infinite products converge:

6. Prove by the above methods that diverges.

7. Use the identity

(where pi is the i-th prime number) to prove that the number of primes is infinite.

8. Prove the identity

for |x| < 1.

Answers and Hints

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