Linear Algebra properties

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Last updated 5:18 AM on 1/12/23
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5 Terms

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3D Inverse is unique
An invertible linear map has a unique inverse
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3D Invertibility is equivalent to injectivity and surjectivity
A linear map is invertible IFF it is injective and surjective
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3D Dimension shows whether vector spaces are isomorphic
Two finite dimensional vector space over F are isomorphic IFF they have the same dimensions
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3D L(V, W) and F^(m, n) are isomorphic
Suppose v_1, …, v_n is a basis of V and w_1, …, w_m is a basis of W. Then M is an isomorphism between L(V, W) and F^(m,n)
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3D dim L(V, W) = (dimV)(dimW)
If V and W are finite dimensional, then L(V, W) is finite dimensional.