Alphabeta Math
LemmaStatement: Literature-sourcedProof: AI-adaptedprecheck passaudited 2026-09-01
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Contraction is independent of the basis formula

Statement

The contraction formula

∑iT(ei,α2,…,αr,ei,v2,…,vs)

has the same value for every basis (ei) and its dual basis (ei).

Facts & Assumptions

Given: A type (r,s) tensor T with r,s≥1, fixed arguments α2,…,αr,v2,…,vs, and two bases (ei) and (bj) with dual families (ei) and (bj).

[F1]

Contraction is given by the displayed dual-basis sum (The contraction of a mixed tensor).

[L1]

Proof

technique · direct
1.1F1givenconstruct

Define the bilinear map B:V∗×V→R by B(β,w)=T(β,α2,…,αr,w,v2,…,vs). Then the two contraction sums are ∑iB(ei,ei) and ∑jB(bj,bj).

2.1L1step 1.1algebra

By [L1], any vector w satisfies w=∑iei(w)ei=∑jbj(w)bj, and any covector β satisfies β=∑iβ(ei)ei=∑jβ(bj)bj. Bilinearity of B therefore gives ∑iB(ei,ei)=∑i,jbj(ei)B(ei,bj)=∑jB(∑ibj(ei)ei,bj)=∑jB(bj,bj).

3.1step 2.1∎

The displayed sum is therefore basis-independent, so contraction is intrinsically defined.

Depends on

Used by

Dependency tree · two levels

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Sources