5. Let V be a finite-dimensional F-vector space, and let {₁,...,Um} be a set of m vectors in V. Show that the following two conditions are equivalent. (a) {₁,..., Um} is linearly independent. (b) For any vector space W and any vectors w₁,..., Wm E W, there exists a linear transformation T: VW such that T(vi) = w; for all i E {1, 2,...,m}.

Advanced Engineering Mathematics
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ISBN:9780470458365
Author:Erwin Kreyszig
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Chapter2: Second-order Linear Odes
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5. Let V be a finite-dimensional F-vector space, and let {v₁,...,Um} be a set of m
vectors in V. Show that the following two conditions are equivalent.
(a) {₁,..., Um} is linearly independent.
(b) For any vector space W and any vectors w₁, ..., wm € W, there exists a linear
transformation T: V → W such that T(vi) = w; for all i € {1, 2, ..., m}.
Transcribed Image Text:5. Let V be a finite-dimensional F-vector space, and let {v₁,...,Um} be a set of m vectors in V. Show that the following two conditions are equivalent. (a) {₁,..., Um} is linearly independent. (b) For any vector space W and any vectors w₁, ..., wm € W, there exists a linear transformation T: V → W such that T(vi) = w; for all i € {1, 2, ..., m}.
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