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The instructions and problems for exam 1 of the matrix methods course offered in spring 2010. The exam covers topics such as lu-decomposition, linear systems, vector spaces, and symmetric matrices.
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APPM 3310: Matrix Methods — Exam #1 — February 17, 2010
On the front of your bluebook write (1) your name, (2) “TEST 1/3310”, (3) “SPRING 2010” and a grading table. A correct answer with no supporting work may receive no credit while an incorrect answer with some correct work may receive partial credit. Start each problem on a new page. No electronic devices of any kind (e.g. cell phones, calculators, etc.) are permitted. A one-page sheet of notes is allowed. SHOW ALL WORK. JUSTIFY ALL YOUR ANSWERS.
Problem 1. (20 points) For this problem, let A =
(a) Find the LU-decomposition of A where U is in row echelon form. (b) What is the rank of A?. (c) Is A invertible? Why or why not? (d) Find the determinant of A−T^.
Problem 2. (20 points) Consider a linear system whose augmented matrix is of the form
1 3 a b
(a) For what values of a and b will the system have infinitely many solutions? (b) For what values of a and b will the system be inconsistent? (c) Suppose a = 5 and b = 4, solve the system.
Problem 3. (20 points) Let P(2)^ denote the vector space of all polynomials p(x) of degree less than or equal to 2.
(a) Show that p 1 (x) = 1 + x^2 , p 2 (x) = x + x^2 and p 3 (x) = 1 + 2x + x^2 form a basis for P(2). (b) Find the coordinates of f (x) = 1 + 4x + 7x^2 in terms of the ordered basis given in part (a).
Problem 4. (20 points) Consider the vector space C^2 (R) consisting of all real valued functions with domain R that have two continuous derivatives. Let S be the set of all functions y = f (x) in C^2 (R) such that y′′^ + y′^ + y = 0. Is S a vector space? Why or why not? Justify your answer mathematically.
Problem 5. (20 points) Give a brief answer to each question. Show all work.
(a) Suppose A is an n × n matrix that satisfies A^2 − 3 A − I = O, then is A invertible? Why or why not? If possible, find A−^1. (b) Suppose A is a symmetric n × n matrix. Show that A^2 − 3 A − I is symmetric. Justify your answer.