Of A are indexed (7) Let A A" E Cnxn and suppose that the eigenvalues so that λǐ Az < . . .-An. S...
Exercise 6 (6.4.35, p.452) Let A e Cnxn, and let S be a k-dimensional subspace of C". Then a vector ve S is called a Ritz vector of A from S if and only if there is a pie C such that the Rayleigh-Ritz-Galerkin condition Av – uv Is holds, that is, (Av – uv, s) = 0 for all s E S. The scalar u is called the Ritz value of A associated with v. Let 91, ...,qk be...
Question 4: Eigenvalue Theory 2 Let A Cnxn. For each of the following statements show that it is true or give a counterexample to show that it is false (a) If λ is an eigenvalue of A, and μ є Cn then λ-μ is an eigenvalue of A-1 (b) If A is real and λ is an eigenvalue of A then so is-λ. (c) If A is real and λ is an eigenvalue of A, then so is λ. (d)...
Question 3: Eigenvalue Theory 1 (a) Let A e Cnxn, and let (Ai, an), (Ak,Xk) be eigenpairs where all λί are distinct. Show that the corresponding eigenvectors r1,. .. Tk are linearly independent. (b) Let A, B e C"xn be similar. Show that A and B have the same char- acteristic polynomial, same eigenvalues including algebraic and geometric (c) Do A and B fro (b) share the same singular values? Justify.
2. Let A e cnxn and A BiC, where B,C E Rnxn and i -I. Denote B -C (a) Show that A is unitary if and only if M is orthogonal. (b) Show that A is Hermitian positive definite if and only if M is symmetric positive definite. (c) Suppose A is Hermitian positive definite. Design an algorithm for solving Ar-busing real arithmetic only
2. Let A e cnxn and A BiC, where B,C E Rnxn and i -I. Denote...
1. Let az, az, az, a4 are vectors in R3. Suppose that az 3a1 – 2a3 + 84. (a) Are aj, aj, az, a4 linearly independent? (b) Suppose that ai, az, a4 are linearly independent. What is the dimension of the span{a1, az, az, a4}? (c) Is the set of vectors aj, az, az, a4 form a basis of R3? Explain your reasoning. (d) Form a basis of R3 using a subset of ai, a2, a3, 24.
of the the be Let s set of matrice's sa, az - form A= where are a,, az Lo a 3 real numbers. Show there exish unique matrix E ins such that AE = A for all А S arbitary real in
Prob 2. Let T be a normal operator on a complex finite-dimensional inner product space V whose distinct eigenvalues are λι, 'Ak E C. For any u E V such that llul-1, show that j-1 for some nonnegative numbers a,, j-1,.,k, that sum up to 1
Prob 2. Let T be a normal operator on a complex finite-dimensional inner product space V whose distinct eigenvalues are λι, 'Ak E C. For any u E V such that llul-1, show that...
(7 marks) Let the distinct eigenvalues of a square matrix A be denoted by 11, ..., lk. Suppose the corresponding algebraic multiplicities are mi, ..., Mk and that A is similar to an upper-triangular matrix. Show that k k tr(A) midi and det(A) = II (4;)mi i=1 i=1
8. Suppose V is an n-dimensional complex vector space. Suppose T E C(V) is such that 1,2, and 3 are the only distinct eigenvalues of T (a) Prove that the dimension of each generalized eigenspace of T is at most (n - 2). (b) Show that (T-1)"-2(T-21)"-"(7-31)"-"(a) = 0V, for all α є V.
8. Suppose V is an n-dimensional complex vector space. Suppose T E C(V) is such that 1,2, and 3 are the only distinct eigenvalues of T...
Let R be a UFD, and let So be a set of irreducibles in R. Let S := {ufi.fr: k > 0,[1,...,SE E So, u € R*} (we use the convention that the product fifk is 1 when k=0). (a) Show that S is multiplicatively closed. (b) Suppose / ER, GES. Show that is a unit in S-R if and only if SES. (c) Show that res-'R is irreducible if and only if x is associates with y = {es-R,...