Proposition I.16-2

Let V be a vector space over a field 𝕂, and let W be a vector subspace of V . If dim V = n and dim W = m, show that dim VW = n m.

Answers

The property of the cosets that we will use a lot is: [w + v] = [kw + v] for any k 𝕂.

Let {w1,,wm} be the basis for W. By the extension theorem we can add n m vectors to get an extended basis {w1,,wm,v1,,vnm} of V . Now consider the collection of cosets {[w + v1],,[w + vnm]} for some arbitrary w W. We argue that this collection of cosets of size n m constitutes for a basis for VW. Pick an arbitrary coset C VW. Then C = [u] for some u W and we can write

u = a1w1 + + amwm + am+1v1 + + anvnm = w + a m+1v1 + + anvnm [w + a m+1v1 + + anvnm] = [(w + a m+1v1) + + (w + a nvnm)] = [w + a m+1v1] + + [w + a nvnm] = am+1[w + v 1] + + an[w + v nm]

In other words, we have represented C as a linear combination of cosets [w + v1],,[w + vnm]. Since our choice of C was arbitrary, [w + v1],,[w + vnm] spans VW. Furthermore, the cosets are linearly independent, since the only way that

am+1[w + v 1] + + an[w + v nm] = W + am+1v1 + + anvnm = W + 0

is true, is when am+1,,an are all zero (this follows by linear independency of v1,,vnm).

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2021-10-30 12:20
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