# Weierstrass M-Test

## Theorem

Let $f_n$ be a sequence of real functions defined on a domain $D \subseteq \R$.

Let $\displaystyle \sup_{x \mathop \in D} \left|{f_n \left({x}\right)}\right| \le M_n$ for each integer $n$ and some constants $M_n$

Let $\displaystyle \sum_{i \mathop = 1}^\infty M_i < \infty$.

Then $\displaystyle \sum_{i \mathop = 1}^\infty f_i$ converges uniformly on $D$.

## Proof

Let:

- $\displaystyle S_n = \sum_{i \mathop = 1}^n f_i$

Let:

- $\displaystyle f = \lim_{n \to \infty} S_n$

To show the partial sums converge uniformly to $f$, we must show that:

- $\displaystyle \lim_{n \to \infty}\sup_{x \mathop \in D} \left|{f - S_n}\right| = 0$

But:

\(\displaystyle \sup_{x \mathop \in D} \left\vert{f - S_n}\right\vert\) | \(=\) | \(\displaystyle \sup_{x \mathop \in D} \left\vert{\left({f_1 + f_2 + \cdots}\right) - \left({f_1 + f_2 + \cdots + f_n}\right)}\right\vert\) | |||||||||||

\(\displaystyle \) | \(=\) | \(\displaystyle \sup_{x \mathop \in D} \left\vert{f_{n+1} + f_{n+2} + \ldots}\right\vert\) |

By the Triangle Inequality, this value is less than or equal to:

- $\displaystyle \sum_{i \mathop = n+1}^\infty \sup_{x \mathop \in D} \left|{f_i \left({x}\right)}\right| \le \sum_{i \mathop = n+1}^\infty M_i$

We have that:

- $\displaystyle 0 \le \sum_{i \mathop = 1}^\infty M_n < \infty$

It follows from Tail of Convergent Series tends to Zero:

- $\displaystyle 0 \le \lim_{n \to \infty} \sum_{i \mathop = n+1}^\infty \sup_{x \mathop \in D} \left|{f_i \left({x}\right)}\right| \le \lim_{n \to \infty} \sum_{i \mathop = n+1}^\infty M_i = 0$

So:

- $\displaystyle \lim_{n \to \infty} \sup_{x \mathop \in D} \left|{f - S_n}\right| = 0$

Hence the series converges uniformly on the domain.

$\blacksquare$

## Also known as

Some sources do not use the hyphen: **Weierstrass $M$ test**.

## Source of Name

This entry was named for Karl Theodor Wilhelm Weierstrass.

## Historical Note

The Weierstrass M-Test was developed by Karl Weierstrass during his investigation of power series.

## Sources

- 1973: Tom M. Apostol:
*Mathematical Analysis*(2nd ed.) ... (previous) ... (next): $\S 9.6$: Uniform Convergence of Infinite Series of Functions: Theorem $9.6$ - 1992: Larry C. Andrews:
*Special Functions of Mathematics for Engineers*... (previous) ... (next): $\S 1.3$: Infinite series of functions: Theorem $1.8$