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110年 - 台聯大_工程數學B#113346
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題組內容
Problem 2. (15 %) For the matrix
(i) (10 %) Find the Eigenvalues and Eigenvectors for
.
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Problem 1. (10 %) Given a matrixwhere a is a real number. Find the rank ofand give the corresponding range of a.
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(ii) (5 %) Show that there exists a matrix, which is similar to the matrixin the Jordon form, i.e.,
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(i) (15 %) Letwith r singular valuesUr= [u1,⋯,ur]consisting of the associated r left singular vectors and Vr= [v1,⋯,vr]consisting of the associated r right singular vectors. (1) Find the range space (i.e., column space) of A, denoted as R(A), and the row space of A (i.e., R(AT)) where AT denotes the transpose of A ;(2) find the projection matrix PA such thatand;(3) find the eignevalues and eigenvectors of AAT.
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(ii) (10 %) Suppose that A,and Tr(A) denotes the trace of A (i.e., the sum of all the diagonal elements of A).(1)Is Tr(AX)≥0 true? (2)Is it true that if Tr(AX) = 0, then(zero matrix)?Prove or disprove your answer.
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