Chapter 10: Problem 17
Prove that if \(\sigma \leq \tau\) (that is, \(\tau-\sigma\) is positive) and if \(\theta\) is a positive operator that commutes with both \(\sigma\) and \(\tau\) then \(\sigma \theta \leq \tau \theta\).
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Chapter 10: Problem 17
Prove that if \(\sigma \leq \tau\) (that is, \(\tau-\sigma\) is positive) and if \(\theta\) is a positive operator that commutes with both \(\sigma\) and \(\tau\) then \(\sigma \theta \leq \tau \theta\).
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Let \(\tau\) be a normal operator on a complex finite-dimensional inner product space \(V\) or a self-adjoint operator on a real finite-dimensional inner product space. a) Show that \(\tau^{*}=p(\tau)\), for some polynomial \(p(x) \in \mathbb{C}[x]\). b) Show that for any \(\sigma \in \mathcal{L}(V), \sigma \tau=\tau \sigma\) implies \(\sigma \tau^{*}=\tau^{*} \sigma\). In other words, \(\tau^{*}\) commutes with all operators that commute with \(\tau\).
If \(\tau \in \mathcal{L}(V)\) where \(V\) is a real inner product space, show that the Hilbert space adjoint satisfies \(\left(\tau^{*}\right)^{\mathbb{C}}=\left(\tau^{\mathbb{C}}\right)^{*}\).
Let \(\tau \in \mathcal{L}(U, V)\). If \(\tau\) is surjective, find a formula for the right inverse of \(\tau\) in terms of \(\tau^{*}\). If \(\tau\) is injective, find a formula for a left inverse of \(\tau\) in terms of \(\tau^{*}\). Hint: Consider \(\tau \tau^{*}\) and \(\tau^{*} \tau\).
Show that a linear operator \(\tau\) on a finite-dimensional complex inner product space \(V\) is normal if and only if whenever \(S\) is an invariant subspace under \(\tau\), so is \(S^{\perp}\).
Show that two orthogonal projections \(\sigma\) and \(\rho\) are orthogonal to each other if and only if \(\operatorname{im}(\sigma) \perp \operatorname{im}(\rho)\).
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