Chapter 3: Problem 12
Suppose that \(V\) and \(W\) are both finite dimensional. Prove that there exists a surjective linear map from \(V\) onto \(W\) if and only if \(\operatorname{dim} W \leq \operatorname{dim} V\)
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Chapter 3: Problem 12
Suppose that \(V\) and \(W\) are both finite dimensional. Prove that there exists a surjective linear map from \(V\) onto \(W\) if and only if \(\operatorname{dim} W \leq \operatorname{dim} V\)
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Prove that matrix multiplication is associative. In other words, suppose \(A, B,\) and \(C\) are matrices whose sizes are such that \((A B) C\) makes sense. Prove that \(A(B C)\) makes sense and that \((A B) C=A(B C).\)
Prove that if \(V\) is finite dimensional with \(\operatorname{dim} V>1\), then the set of noninvertible operators on \(V\) is not a subspace of \(\mathcal{L}(V)\)
Suppose that \(V\) is finite dimensional and \(S, T \in \mathcal{L}(V)\). Prove that \(S T\) is invertible if and only if both \(S\) and \(T\) are invertible.
Suppose that \(W\) is finite dimensional and \(T \in \mathcal{L}(V, W)\). Prove that \(T\) is injective if and only if there exists \(S \in \mathcal{L}(W, V)\) such that \(S T\) is the identity map on \(V\)
Prove that there does not exist a linear map from \(\mathbf{F}^{5}\) to \(\mathbf{F}^{2}\) whose null space equals $$\left\\{\left(x_{1}, x_{2}, x_{3}, x_{4}, x_{5}\right) \in \mathbf{F}^{5}: x_{1}=3 x_{2} \text { and } x_{3}=x_{4}=x_{5}\right\\}.$$
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