Chapter 3: Problem 6
Prove that if \(S_{1}, \ldots, S_{n}\) are injective linear maps such that \(S_{1} \ldots S_{n}\) makes sense, then \(S_{1} \ldots S_{n}\) is injective.
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Chapter 3: Problem 6
Prove that if \(S_{1}, \ldots, S_{n}\) are injective linear maps such that \(S_{1} \ldots S_{n}\) makes sense, then \(S_{1} \ldots S_{n}\) is injective.
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Suppose that \(U\) and \(V\) are finite-dimensional vector spaces and that \(S \in \mathcal{L}(V, W), T \in \mathcal{L}(U, V) .\) Prove that $$\operatorname{dim} \operatorname{null} S T \leq \operatorname{dim} \operatorname{null} S+\operatorname{dim} \operatorname{null} T.$$
Show that every linear map from a one-dimensional vector space to itself is multiplication by some scalar. More precisely, prove that if \(\operatorname{dim} V=1\) and \(T \in \mathcal{L}(V, V),\) then there exists \(a \in \mathbf{F}\) such that \(T v=a v\) for all \(v \in V.\)
Suppose that \(V\) is finite dimensional and \(T \in \mathcal{L}(V) .\) Prove that \(T\) is a scalar multiple of the identity if and only if \(S T=T S\) for every \(S \in \mathcal{L}(V)\)
Suppose that \(V\) is finite dimensional and that \(T \in \mathcal{L}(V, W)\). Prove that there exists a subspace \(U\) of \(V\) such that \(U \cap\) null \(T=\\{0\\}\) and range \(T=\\{T u: u \in U\\}.\)
Suppose that \(V\) is finite dimensional. Prove that any linear map on a subspace of \(V\) can be extended to a linear map on \(V\). In other words, show that if \(U\) is a subspace of \(V\) and \(S \in \mathcal{L}(U, W)\) then there exists \(T \in \mathcal{L}(V, W)\) such that \(T u=S u\) for all \(u \in U\)
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