Chapter 1: Problem 18
Prove that a subset \(W\) of a vector space \(V\) is a subspace of \(V\) if and only if \(0 \in \mathrm{W}\) and \(a x+y \in \mathrm{W}\) whenever \(a \in F\) and $x, y \in W$.
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Chapter 1: Problem 18
Prove that a subset \(W\) of a vector space \(V\) is a subspace of \(V\) if and only if \(0 \in \mathrm{W}\) and \(a x+y \in \mathrm{W}\) whenever \(a \in F\) and $x, y \in W$.
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Prove that \(A+A^{t}\) is symmetric for any square matrix \(A\).
Prove that the norm in \(\mathbf{C}^{n}\) satisfies the following laws: \(\left[\mathrm{N}_{1}\right]\) For any vector \(u,\|u\| \geq 0 ;\) and \(\|u\|=0\) if and only if \(u=0\) \(\left[\mathrm{N}_{2}\right]\) For any vector \(u\) and complex number \(z,\|z u\|=| z\|u\|\) \(\left[\mathrm{N}_{3}\right]\) For any vectors \(u\) and \(v,\|u+v\| \leq\|u\|+\|v\|\)
Prove that \(\operatorname{span}(\\{x\\})=\\{a x: a \in F\\}\) for any vector \(x\) in a vector space, Interpret this result geometrically in \(\mathrm{R}^{3}\).
Label the following statements as true or false. (a) If \(V\) is a vector space and \(W\) is a subset of \(V\) that is a vector space, then \(W\) is a subspace of \(V\). (b) The empty set is a subspace of every vector space. (c) If \(V\) is a vector space other than the zero vector space, then \(V\) contains a subspace \(W\) such that \(W \neq V\). (d) The intersection of any two subsets of \(V\) is a subspace of \(V\). (e) An \(n \times n\) diagonal matrix can never have more than \(n\) nonzero entries. (f) The trace of a square matrix is the product of its diagonal entries. (g) Let \(\mathrm{W}\) be the \(x y\)-plane in \(\mathrm{R}^{3}\); that is, $\mathrm{W}=\left\\{\left(a_{1}, a_{2}, 0\right): a_{1}, a_{2} \in R\right\\}\(. Then \)W=R^{2}$.
A real-valued function \(f\) defined on the real line is called an even function if \(f(-t)=f(t)\) for each real number \(t\). Prove that the set of even functions defined on the real line with the operations of addition and scalar multiplication defined in Example 3 is a vector space.
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