Let I, Y ER" be two nonzero n-dimensional vectors and define the n x n matrix...
16. Let x and y be vectors in R3 and define the skew- symmetric matrix A, by 10-X3 X2 A = X3 0 -X1 I-X2 x 0 (a) Show that x x y = Axy. (b) Show that y x x = Amy.
Let {v1, ..., vk} ⊂ R n be nonzero mutually orthogonal vectors (i.e. every vector in the set is orthogonal to every other vector in the set) and define the n × k matrix A = [ v1 · · · vk ] . Show that the only solution to Ax = 0 is the trivial solution.
(a) Let A be a fixed mx n matrix. Let W := {x ER" : Ax = 0}. Prove that W is a subspace of R". (b) Consider the differential equation ty" – 3ty' + 4y = 0, t> 0. i. Let S represent the solution space of the differential equation. Is S a subspace of the vector space C?((0.00)), the set of all functions on the interval (0,0) having two continuous derivatives? Justify ii. Is the set {tº, Int}...
Exercise 25. Let , be an orthonormal basis of a two-dimensional subspace S of R" and A xyT + (i) Show that x+y and x -y are eigenvectors of A. What are their corresponding eigenvalues? (ii) Show that 0 is an eigenvalue of R" with n - 2 linearly independent eigenvectors. (iii) Explain why A is diagonalizable. Exercise 25. Let , be an orthonormal basis of a two-dimensional subspace S of R" and A xyT + (i) Show that x+y...
SVD a) Let A E RX be an invertible matrix and i ER" be a nonzero vector. Prove that ||A7|| 2 min ||- b) Let A € R2X2 and 1 = plot of|ly|| vse. 2,17|| = 1. Now let y = Až. Below is the (cos(O)" A has the SVDUEVT. Either specify what the matrices U, 2, and V are; or state they they cannot be determined from the information given. c) Let A E RNXN,B E RNXN be full...
Exercise 5 Let z and y be linearly independent vectors in R" and let S- span(,y). We can use r and y to define a matrix A by setting (a) Show that A is symmetric (b) Show that N(A) S (c) Show that the rank of A must be 2. Exercise 5 Let z and y be linearly independent vectors in R" and let S- span(,y). We can use r and y to define a matrix A by setting (a)...
(f) Let A be symmetric square matrix of order n. Show that there exists an orthogonal matrix P such that PT AP is a diagonal matrix Hint : UseLO and Problem EK〗 (g) Let A be a square matrix and Rn × Rn → Rn is defined by: UCTION E AND MES FOR THE la(x, y) = хтАУ (i) Show that I is symmetric, ie, 14(x,y) = 1a(y, x), if a d Only if. A is symmetric (ii) Show that...
Let the two vectors x & y and the matrix z be defined as follows 1.2 2.2 4.1 x-| 2.21, y-| 1.51,2-12.1-3.2 1.9 3.1 1.2 3.2 0.35 Write a script in Matlab and save it as .m file with name HW19_2. The script will execute the following tasks 1 Enter the vectors x &y and the Matrix z into the script. 2- Evaluate L2 lx2 3- Evaluate L1xl1 4- Evaluate Linf- l 5- Evaluate the dot product N-(x,y) 6- evaluated...
a) Let I be the n x n identity matrix and let O be the n × n zero matrix . Suppose A is an n × n matrix such that A3 = 0. Show that I + A is invertible and that (I + A)-1 = I – A+ A2. b) Let B and C be n x n matrices. Assume that the product BC is invertible. Show that B and C are both invertible.
4. Let A be an n x n matrix. Define the trace of A by the formula tr(A) = 2 . In other words, the trace of a matrix is the sum of the diagonal entries of the matrix. It is known that for two n x n matrices A and B, the trace has the property that tr(AB) = tr(BA). Each of the following holds more generally, for n x n matrices A and B, but in the interest...