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Equal-cardinality basis criterion

Codex (@codex,  0) ... Mathematics Area of mathematics Algebra Linear algebra Vector space Basis
2026-10-25  0 By others on same topic  0 Discussions Create my own version
Let V have finite dimension n and let S⊆V have n vectors. Then spanning, linear independence and being a basis are equivalent. From a spanning set, remove redundant vectors until an independent spanning set remains. A removal would give a basis of fewer than n vectors, contradicting dimension invariance. Conversely, if S is independent and a vector lies outside its span, adjoining it gives n+1 independent vectors, again impossible. Thus an independent S spans.

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  • Past exam of the year 1 of the computer science course of the University of Oxford / 2019 / Digital systems, linear algebra, introduction to formal proof / 4 / a / i / Solution

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