TheoremBase

The Weierstrass M-Test

If the values of a sequence of real-valued maps on a set are bounded in absolute value by the terms of a convergent series of reals, then the series of values converges absolutely at each point, its remainder after n terms is bounded by the n-th tail of the dominating series, and the partial-sum maps converge uniformly to the sum map.

Statement

In the setting of The Real Line: Standing Notation and Background for Calculus on Intervals, let DD be a set, let S⊆DS\subseteq D, let (gk)k∈N(g_{k})_{k\in\mathbb{N}} be a sequence in the set RD\mathbb{R}^{D} of maps from DD to R\mathbb{R} of Sets and Maps: Ordinary Notation (v), and let (Mk)k∈N(M_{k})_{k\in\mathbb{N}} be a sequence in R\mathbb{R} such that the series ∑k=1∞Mk\sum_{k=1}^{\infty}M_{k} converges and

∣gk(x)∣≤Mkfor every k∈N and every x∈S.|g_{k}(x)|\le M_{k}\qquad\text{for every }k\in\mathbb{N}\text{ and every }x\in S .

For n∈Nn\in\mathbb{N} let sn:D→Rs_{n}:D\to\mathbb{R} be the map x↦∑k=1ngk(x)x\mapsto\sum_{k=1}^{n}g_{k}(x) (Sequences of Real-Valued Maps: the Map of Pointwise Limits on a Subset, and the Sequence of Pointwise Partial Sums (ii)). For x∈Sx\in S, ∑k=1∞gk(x)\sum_{k=1}^{\infty}g_{k}(x) is the series of the sequence (gk(x))k∈N(g_{k}(x))_{k\in\mathbb{N}} of The Sequences k ↦ f_k(p) of a Sequence in ℝ^I, and the Map of Their Limits (i), and for n∈Nn\in\mathbb{N}, ∑k=1∞Mn+k\sum_{k=1}^{\infty}M_{n+k} is the series of the sequence (Mn+k)k∈N(M_{n+k})_{k\in\mathbb{N}}. Convergence and sums of series are as in Series of Real Numbers: Partial Sums, Convergence, the Sum and Absolute Convergence (ii), absolute convergence as in Series of Real Numbers: Partial Sums, Convergence, the Sum and Absolute Convergence (iii), and uniform convergence as in Pointwise and Uniform Convergence of a Sequence of Real-Valued Maps (ii).

For every x∈Sx\in S the series ∑k=1∞gk(x)\sum_{k=1}^{\infty}g_{k}(x) converges absolutely and converges, and there is exactly one map s:S→Rs:S\to\mathbb{R} with s(x)=∑k=1∞gk(x)s(x)=\sum_{k=1}^{\infty}g_{k}(x) for every x∈Sx\in S.

For every n∈Nn\in\mathbb{N} the series ∑k=1∞Mn+k\sum_{k=1}^{\infty}M_{n+k} converges, and the map ss of (i) satisfies

∣s(x)−sn(x)∣≤∑k=1∞Mn+kfor every x∈S.|s(x)-s_{n}(x)|\le\sum_{k=1}^{\infty}M_{n+k}\qquad\text{for every }x\in S .

Moreover, the sequence (∑k=1∞Mn+k)n∈N\big(\sum_{k=1}^{\infty}M_{n+k}\big)_{n\in\mathbb{N}} converges to 00; and if Mk≥0M_{k}\ge0 for every k∈Nk\in\mathbb{N}, then ∑k=1∞Mn+k≥0\sum_{k=1}^{\infty}M_{n+k}\ge0 for every n∈Nn\in\mathbb{N}.

The sequence (sn)n∈N(s_{n})_{n\in\mathbb{N}} converges uniformly on SS to the map ss of (i), and also to every map f:E→Rf:E\to\mathbb{R} on a set EE with S⊆ES\subseteq E such that f(x)=∑k=1∞gk(x)f(x)=\sum_{k=1}^{\infty}g_{k}(x) for every x∈Sx\in S.

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