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Suppose that a linear operator T on a complex vector space with an inner product, has...
Problem 5. (10 points total) For a linear operator l' on a complex inner product space define (a) (2 points) Show that T+ and T- are self-adjoint and T=T+ +iT-. (b) (3 points) ow that the representation in part (a) is unique. (c) (5 points) Show that T is normal if and only if T+T TT
Prove that a normal operator on a complex inner product space is self- adjoint if and only if all its eigenvalues are real. [The exercise above strengthens the analogy (for normal operators) between self-adjoint operators and real numbers.]
4. From Axler's book: EXERCISE 4 of SECTION 9B. Suppose V is a real inner product space and T E C(V) is self-adjoint. Show that Tc is a self-adjoint operator on the inner product space Vc defined by the previous exercise. 4 4. From Axler's book: EXERCISE 4 of SECTION 9B. Suppose V is a real inner product space and T E C(V) is self-adjoint. Show that Tc is a self-adjoint operator on the inner product space Vc defined by...
Let V be an inner product space and u, w be fixed vectors in V . Show that T v = <v, u>w defines a linear operator in V . Show that T has an adjoint, and describe T ∗ explicitly
We equip the vector space R2 with a (non-standard) inner product (with respect to the standard basis E- {(1,0)", (0, 17) is ), whose metric Let L: R2 → R2 be the reflection operator with respect to the x-axis, defined by 21 21 Compute the adjoint operator Lt. Is L self-adjoint? We equip the vector space R2 with a (non-standard) inner product (with respect to the standard basis E- {(1,0)", (0, 17) is ), whose metric Let L: R2 →...
Need answer to 5. 3. Use the Spectral Theorem to prove that if T is a normal operator on a finite dimensional complex inner product space V, then there exists a normal operator U on V such that T= U2 4. Give an example of a Hermitian operator T' on a finite dimensional inner product space V such that there does not exist a Hermitian operator U on V with T- U that is, Exercise 3 cannot be extended to...
(5) Prove or give a countcrcxample: If A, B E Cnx"are sclf-adjoint, then AB is also self-adjoint. (6) Let V be a finitc-dimensional inner product space over C, and suppose that T E C(V) has the property that T*--T (such a map is called a skew Hermitian operator (a) Show that the operator iT E (V) is self-adjoint (i.c. Hermitian) (b) Prove that T has purely imaginary eigenvalues (i.e. λ ίμ for μ E R). (c) Prove that T has...
3. Let V be a finite dimensional inner product space, and suppose that T is a linear operator on this space. (i) Let B be an ordered orthonormal basis for V and let U be the linear operator on V determined by [U19 = (T);. Then, for all 01,09 € V, (01, T(02)) = (U(V1), v2) (ii) Prove that the conclusion of the previous part does not hold, in general, if the basis 8 is not orthonormal.
Let T be a linear operator on a finite dimensional vector space with a matrix representation A = 1 1 0 0] 16 3 2 1-3 -1 0 a. (3 pts) Find the characteristic polynomial for A. b. (3 pts) Find the eigenvalues of A. C. (2 pts) Find the dimension of each eigenspace of A. d. (2 pts) Using part (c), explain why the operator T is diagonalizable. e. (3 pts) Find a matrix P and diagonal matrix D...
Let A be an invertible linear operator on a finite-dimensional complex vector space V. Recall that we have shown in class that in this case, there exists a unique unitary operator U such that A=UA. The point of this exercise is to prove the following result: an invertible operator A is normal if and only if U|A= |AU. a) Show that if UA = |A|U, then AA* = A*A. Now, we want to show the other direction, i.e. if AA*...