Chapter 13: Problem 34
Prove that the products and inverses of orthogonal matrices are orthogonal. (Thus, the orthogonal matrices form a group under multiplication, called the orthogonal group.)
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Chapter 13: Problem 34
Prove that the products and inverses of orthogonal matrices are orthogonal. (Thus, the orthogonal matrices form a group under multiplication, called the orthogonal group.)
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Prove Theorem 13.11: Let \(T\) be a symmetric operator on a real \(n\) -dimensional inner product space \(V .\) Then there exists an orthonormal basis of \(V\) consisting of eigenvectors of \(T .\) (Hence, \(T\) can be represented by a diagonal matrix relative to an orthonormal basis.
Let \(U\) be a unitary (orthogonal) operator on \(V\), and let \(W\) be a subspace invariant under \(U\). Show that \(W^{\perp}\) is also invariant under \(U\).
Prove Theorem 13.1: Let \(T\) be a linear operator on an \(n\) -dimensional inner product space \(V\). Then (a) There exists a unique linear operator \(T^{*}\) on \(V\) such that \\[\langle T(u), v\rangle=\left\langle u, T^{*}(v)\right\rangle \quad \text { for all } u, v \in V\\] (b) Let \(A\) be the matrix that represents \(T\) relative to an orthonormal basis \(S=\left\\{u_{i}\right\\} .\) Then the conjugate transpose \(A^{*}\) of \(A\) represents \(T^{*}\) in the basis \(S\)
Show that \((\mathrm{a}) I^{*}=I,\) and \((\mathrm{b})\mathbf{0}^{*}=\mathbf{0}\)
Suppose \(T\) is invertible. Show that \(\left(T^{-1}\right)^{*}=\left(T^{*}\right)^{-1}\) $$ I=I^{*}=\left(T T^{-1}\right)^{*}=\left(T^{-1}\right)^{*} T^{*} ; \text { hence, }\left(T^{-1}\right)^{*}=\left(T^{*}\right)^{-1} $$
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