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Semester Two Final Examinations, 2019 ENGG7302 Advanced Computational Techniques in Engineering 
This exam paper must not be removed from the venue 
School of Information Technology and Electrical Engineering 
EXAMINATION 
Semester Two Final Examinations, 2019 
ENGG7302 Advanced Computational Techniques in Engineering 
This paper is for St Lucia Campus students. 
Examination Duration: 90 minutes 
Reading Time: 10 minutes 
Exam Conditions: 
This is a Central Examination 
This is a Closed Book Examination - no materials permitted 
During reading time - write only on the rough paper provided 
This examination paper will be released to the Library 
Materials Permitted In The Exam Venue: 
(No electronic aids are permitted e.g. laptops, phones) 
Calculators - Casio FX82 series or UQ approved (labelled) 
Materials To Be Supplied To Students: 
1 x 14-Page Answer Booklet 
Instructions To Students: 
Additional exam materials (eg. answer booklets, rough paper) will be 
provided upon request. 
 
Semester Two Final Examinations, 2019 ENGG7302 Advanced Computational Techniques in Engineering 
Page 2 of 3 
Part A. (30 marks in total, 5 marks each) 
For each question, select the correct answer (only one option is correct among the four 
ones; write down your answer in the answer booklets.) 
1. Consider the full singular value decomposition (SVD) of a matrix VH, and 
A , . Consider the following statements, [1] U, V must be orthogonal 
matrices; [2] ; [3] may have min non-zero singular values; 
[4] U, V may have the same dimension. Which of the following is correct? 
(a) [1], [2], [3], [4] 
(b) Only [1], [2], [3] 
(c) Only [3],[4] 
(d) None of [1], [2], [3], [4] 
 
2. Consider a matrix and its third row vector. What is the difference 
between their -norms? 
(a) 4 
(b) 3 
(c) 2 
(d) 0 
 
3. Consider the 2-norm and Frobenius norm of a matrix A. Which of the following is 
correct? 
(a) Its 2-norm is always larger than its Frobenius norm 
(b) Its 2-norm is always smaller than its Frobenius norm 
(c) Its 2-norm can be larger than its Frobenius norm 
(d) Its 2-norm cannot be larger than its Frobenius norm 
4. Consider a matrix A . It may have the following properties, [1] A must 
have a pseudo-inverse; [2] range(A) ; [3] rank(A) is always equal to m; [4] 0 is 
not an eigenvalue of A. Then which of the following is always correct? 
(a) Only [2] 
(b) Only [1],[3] 
(c) [1], [2], [3], [4] 
(d) Only [1],[2] 
 
5. If P is a projection matrix, then it may have the following properties, [1] P3=P2; [2] 
range[I-P] = null(P), where I is the identity matrix; [3] if P is an orthogonal projector, 
then it must be a symmetric matrix; [4] it must be a square matrix. Then which of the 
following is always correct? 
(a) Only [1],[2],[4] 
(b) Only [2],[4] 
(c) [1], [2], [3], [4] 
(d) Only [3], [4] 
 
6. If A is a unitary matrix, consider the following statements: [1] its singular value 
decomposition (SVD) is VH, must be an identity matrix; [2] its eigenvalues 
are equal to one. Which of the following is correct? 
 
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