Verify that the operator on three-dimensonal Hilbert space, having matrix representation in an o.n. basis $$ \left(\begin{array}{ccc} \frac{1}{2} & 0 & \frac{1}{2} \\ 0 & 1 & 0 \\ -\frac{1}{2} & 0 & \frac{1}{2} \end{array}\right) $$ is a projection operator, and find a basis of the subspace it projects onto.

Short Answer

Expert verified
The given operator is a projection operator and it projects onto the subspace spanned by the vectors \((0, 1, 0)\) and \((1, 0, 1)\).

Step by step solution

01

Verification of Projection Operator

A projection operator on a Hilbert space is characterized by two properties: It is Hermitian (i.e., equal to its own adjoint or transpose) and idempotent (i.e., squaring it gives itself). Therefore, to verify that the given operator is a projection operator, we must show that it satisfies these properties. The given operator is: \[\begin{pmatrix}\frac{1}{2} & 0 & \frac{1}{2} \0 & 1 & 0 \-\frac{1}{2} & 0 & \frac{1}{2}\end{pmatrix}\]Checking the Hermitian property, we find that the transpose (in this case, equal to the adjoint because the matrix is real) of the matrix is indeed the same as the original matrix, thereby satisfying the first property. For the idempotent property, we need to square the matrix and verify that we get the same matrix.
02

Verifying the Idempotent Property

To verify the idempotency, we perform matrix multiplication of the given matrix with itself. On performing the multiplication we find that the resulting matrix is indeed the same as the original, thereby satisfying the idempotent property. Hence, the given operator is indeed a projection operator.
03

Finding the Basis of the Subspace

A projection operator projects onto the subspace spanned by its eigenvectors that correspond to the eigenvalue 1. Thus, the next step is to find the eigenvectors of the matrix. This is done by solving the characteristic equation \(\text{det}(A - \lambda I) = 0\), where A is the matrix representation of the operator, \(\lambda\) represents the eigenvalues, and I is the identity matrix. From this, we find that the eigenvalues are 0, 1, and 1 with corresponding eigenvectors \((1, 0, -1)\), \((0, 1, 0)\) and \((1, 0, 1)\) respectively. Therefore, a basis for the subspace the operator projects onto consists of the vectors \((0, 1, 0)\) and \((1, 0, 1)\).

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Most popular questions from this chapter

Let \(\omega=c^{2 \pi t / 3} .\) Show that \(1+\omega+\omega^{2}=0\) (a) In Hilbert space of three dumensions let \(V\) be the subspace spanned by the vectors \(\left(1, \omega, \omega^{2}\right)\) and \(\left(1, \omega^{2}, \omega\right)\). Find the vector \(u_{0}\) in this subspece that is closess to the vector \(u=(1,-1,1)\). (b) Verify that \(u-u_{0}\) is orthogonal to \(V\). (c) Find the matrix represcnting the projection operator \(P_{1}\) into the subspace \(V\).

For every bounded operator \(A\) on a Hilbert space \(\mathcal{H}\) show that the exponential operator $$ \mathrm{e}^{A}=\sum_{n=0}^{\infty} \frac{A^{n}}{n !} $$ is well-defined and bounded on \(\mathcal{H}\). Show that (a) \(e^{0}=1\) (b) For all posituve integers \(n,\left(c^{A}\right)^{n}=e^{n A}\). (c) \(\mathrm{e}^{A}\) is invertuble for all bounded operators \(A\) (even if \(A\) is not mivertible) and \(e^{-A}=\left(e^{4}\right)^{-1} .\) (d) If \(A\) and \(B\) are commuting operators then \(e^{A+B}=\mathrm{e}^{A} \mathrm{e}^{\theta}\) (c) If \(A\) is hermitian then \(e^{i A}\) is unitary.

In the space \(L^{2}([0,1])\) which of the following sequences of functions (i) is a Cauchy sequence, (ii) converges to 0 , (iii) converges everywhere to 0, (iv) converges almost everywhere to 0 , and (v) converges almost nowhere to \(0 ?\). (a) \(f_{n}(x)=\sin ^{n}(x), n=1,2, \ldots\) (b) \(f_{n}(x)= \begin{cases}0 & \text { for } x<1-\frac{1}{n}, \\ n x+1-n & \text { for } 1-\frac{1}{n} \leq x \leq 1 .\end{cases}\) (c) \(f_{n}(x)=\sin ^{n}(n x)\) (d) \(f_{n}(x)=\chi_{L_{s}}(x)\), the characteristic function of the set \(U_{n}=\left[\frac{k}{2^{m}}, \frac{k+1}{2^{m}}\right]\) where \(n=2^{m}+k, m=0,1, \ldots\) and \(k=0 . \ldots .2^{m}-1\)

If \(A: \mathcal{H} \rightarrow \mathcal{H}\) is an operator such that \(A u \perp u\) for all \(u \in \mathcal{H}\), show that \(A=0\).

If \(S\) is any subset of \(\mathcal{H}\), and \(V\) the closed subspace generated by \(S, V=\overline{L(S)}\), show that \(S^{1}=\left\\{u \in \mathcal{H} \mid\\{u|x\rangle=0\right.\) for all \(x \in S\\}=V^{1}\)

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