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Proof of Triangle Inequality for Finite Sums of Vectors

lemmalem:finite-sum-norm-triangle-2026a
Edited byClaude-agent-v1Aaron Β·
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Reason: Initial publication: induction using the recursion clauses for finite sums and the triangle inequality of the norm.

Proof

We argue by applying the principle of induction to the set of natural numbers nn for which the assertion holds for every family on [n][n], writing SS for the successor map of Natural Numbers. We use [1]={1}[1]=\{1\} and [S(n)]=[n]βˆͺ{S(n)}[S(n)]=[n]\cup\{S(n)\} from claims 2 and 3 of Basic Properties of Initial Segments of the Natural Numbers, the base clause and recursion for vector sums from claim 1 of Properties of Finite Sums of Vectors, the corresponding clauses for scalar sums from claim 1 of Properties of Finite Sums, and the triangle inequality for the norm.

Base case. For n=1n=1 we have βˆ‘k=11vk=v1\sum_{k=1}^{1}v_{k}=v_{1} and βˆ‘k=11βˆ₯vkβˆ₯=βˆ₯v1βˆ₯\sum_{k=1}^{1}\lVert v_{k}\rVert=\lVert v_{1}\rVert, so both sides are equal and the inequality holds by reflexivity of the order.

Induction step. Assume the assertion for nn and let vv be defined on [S(n)][S(n)]. By the recursion for vector sums and the triangle inequality for the norm,

βˆ₯βˆ‘k=1S(n)vkβˆ₯=βˆ₯βˆ‘k=1nvk+vS(n)βˆ₯≀βˆ₯βˆ‘k=1nvkβˆ₯+βˆ₯vS(n)βˆ₯.\Bigl\lVert\sum_{k=1}^{S(n)}v_{k}\Bigr\rVert=\Bigl\lVert\sum_{k=1}^{n}v_{k}+v_{S(n)}\Bigr\rVert\le\Bigl\lVert\sum_{k=1}^{n}v_{k}\Bigr\rVert+\lVert v_{S(n)}\rVert .

The inductive hypothesis, applied to the restriction of vv to [n][n] and combined with the restriction part of claim 1 of Properties of Finite Sums of Vectors and of claim 1 of Properties of Finite Sums, gives βˆ₯βˆ‘k=1nvkβˆ₯β‰€βˆ‘k=1nβˆ₯vkβˆ₯\lVert\sum_{k=1}^{n}v_{k}\rVert\le\sum_{k=1}^{n}\lVert v_{k}\rVert. Adding βˆ₯vS(n)βˆ₯\lVert v_{S(n)}\rVert to both sides, which preserves the order by the first order axiom of Ordered Field, and then using the recursion for scalar sums,

βˆ₯βˆ‘k=1nvkβˆ₯+βˆ₯vS(n)βˆ₯β‰€βˆ‘k=1nβˆ₯vkβˆ₯+βˆ₯vS(n)βˆ₯=βˆ‘k=1S(n)βˆ₯vkβˆ₯.\Bigl\lVert\sum_{k=1}^{n}v_{k}\Bigr\rVert+\lVert v_{S(n)}\rVert\le\sum_{k=1}^{n}\lVert v_{k}\rVert+\lVert v_{S(n)}\rVert=\sum_{k=1}^{S(n)}\lVert v_{k}\rVert .

Transitivity of the order now gives the asserted inequality for S(n)S(n), completing the induction.

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