MATH 2510C Final 0809

MATH 2510C Final 0809 - $‘E 171 E Pagelof 5 it it “F 3...

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Unformatted text preview: $‘E (#- 171 E) Pagelof 5 it it} “F 3: j: 5% “fpfitiifi? The Chinese University of Hong Kong :0 DA 5 I-O 01L tatfiij‘éfiafi a Course Examination 2_ncl Term, 200i - 2002 7H E £673 iii/Si Z #531 Course Code & Title : Fafi IJ‘ """"""""""""""""""""""""""""" " Time allowed : _________________________________ _» minutes same """"""" "I? """""" " Student ID. No. Suppose that the transition matrix from X to Y is (a) (8 points) Compute the transition matrix from Y to X. (b) (8 points) Find X. (c) (4 points) Find the coordinate vector of z with respect to X, Where Course Code #5} E I a :_ E (alt- i E) Page 2 of 5 2. (a) (6 points) Apply the Gram—Schmidt process to 1 0 0 u 1 u 2 1 : , = , U —— 1 0 2 1 3 0 2 2 2 (b) (6 points) Let 1 O 0 1 1 2 1 1 A = and b = 0 1 0 2 2 2 2 1 Show that the system Am 2 b is inconsistent. (c) (8 points) Find the QR—factorization of A. (d) (3 points) Use 2(0) and the 4—vector b in 2(b), solve the least squares problem Arr: = b. 3. Let 2 2 —2 A = 2 5 —4 —2 —4 5 (a) (4 points) Find the coefficients of the characteristic polynomial of A. (b) (12 points) Find all eigenvalues and corresponding eigenvectors of A? (c) (4 points) Is A diagonalizable? Explain. And, if so, exhibit an invertible matrix P and a diagonal matrix D such that P“1AP = D. ,. Wm. w. “\NWW Course Code 7?} H 3,37% i .... ..................................................... .. a _=_ E (at— i E) Page 3 of 5 (a) (3 points) Let [3 be a real number and lfifi2 A: flfi21 fi2lfl Explain how the rank of A depends on fl. (b) (3 points) Given V = R4, and 1131 ~ 2332 271,332 E R ~2$2 331 + 4332 Find UL. (C) (3 points) Suppose that B is similar to A. Show that if A is nonsingular, then B is nonsingular and moreover, B‘1 is similar to A‘l. (d) (3 points) Let A be an n X n matrix, and let A be an eigenvalue of A. Show that if 04 is any scalar, then A + Oz is an eigenvalue of A + 0:1”. Course Code #1 E 3,33% 2 % V—‘Jfieéi E) Page40f5 (a) (4 points) Let u be a vector in R" of length 1. Show that the matrix H=In —2'u,uT is symmetric and orthogonal. (b) Use 5(a), let 1) be any vector in IR” and 'w = Hv — v. i. (2 points) Show that w is a scalar multiple of u. 1 ii. (2 points) Show that 'v + 5w is orthogonal to u. 1 iii. (2 points) Draw and add the vectors w and v+§w to the picture as shown in Figure 1 on your examination paper. Note that H 'v is the reflection of v in a plane perpendicular to u. V Figure 1: c.f., Question 5(b)— iii. Course Code £5} E sea}: I fii§(#—£§) PageSofS 6. Let M be the vector space of 2 X 2 matrices, and let L : M ~—> 732 be the linear transformation defined by L([a =(a—b+c—4d)+(b+c+3d)m+(a+20—d)x2, c Where a,b,c, and d6 R. (a) (3 points) Find the matrix of L with respect to the natural (or standard) bases B and C', for M and 732, respectively. (b) (3 points) Given an algebraic specification for the range of L and use the specification to obtain a basis S for the range of L. (c) (3 points) For each polynomial r(x) in 8, find a matrix A in M such that Let Bl denote the set of matrices found. (d) (3 points) Find a basis, B2, for the null space of L. (e) (3 points) Show that B1 U B2 is a basis for M. N The End of Examination N ...
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MATH 2510C Final 0809 - $‘E 171 E Pagelof 5 it it “F 3...

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