Sample Problems for Math 311-503 Spring 2007 Test 2, Exams of Applied Mathematics

Sample problems for a university-level mathematics exam, covering topics such as vector spaces, linear operators, and eigenvalues. Students are asked to determine if certain subsets of a vector space are vector subspaces, find the matrix of a linear operator relative to a given basis, find bases for the image and null-space of a linear operator, and find eigenvalues and eigenvectors of a matrix. The document also includes a bonus problem involving the fibonacci sequence.

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Uploaded on 11/25/2020

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Math 311-503 Spring 2007
Sample problems for Test 2
Any problem may be altered or replaced by a different one!
Problem 1 (20 pts.) Let P2be the vector space of all polynomials (with real coefficients)
of degree at most 2. Determine which of the following subsets of P2are vector subspaces. Briefly
explain.
(i) The set S1of polynomials p(x) P2such that p(0) = 0.
(ii) The set S2of polynomials p(x) P2such that p(0) = 0 and p(1) = 0.
(iii) The set S3of polynomials p(x) P2such that p(0) = 0 or p(1) = 0.
(iv) The set S4of polynomials p(x) P2such that (p(0))2+ 2(p(1))2+ (p(2))2= 0.
Problem 2 (20 pts.) Let Lbe the linear operator on R2given by
Lx
y=21
3 2x
y.
Find the matrix of the operator Lrelative to the basis v1= (1,1), v2= (1,1).
Problem 3 (30 pts.) Consider a linear operator f:R3R3,f(x) = Ax, where
A=
5 3 5
2 1 2
1 0 1
.
(i) Find a basis for the image of f.
(ii) Find a basis for the null-space of f.
Problem 4 (30 pts.) Let B=
1 1 1
1 1 1
0 0 1
.
(i) Find all eigenvalues of the matrix B.
(ii) For each eigenvalue of B, find an associated eigenvector.
(iii) Is there a basis for R3consisting of eigenvectors of B?
Bonus Problem 5 (25 pts.) Let f1, f2, f3,... be the Fibonacci numbers defined by
f1=f2= 1, fn=fn1+fn2for n3. Find lim
n→∞
fn+1
fn
.

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Math 311-503 Spring 2007

Sample problems for Test 2

Any problem may be altered or replaced by a different one!

Problem 1 (20 pts.) Let P 2 be the vector space of all polynomials (with real coefficients) of degree at most 2. Determine which of the following subsets of P 2 are vector subspaces. Briefly explain.

(i) The set S 1 of polynomials p(x) ∈ P 2 such that p(0) = 0. (ii) The set S 2 of polynomials p(x) ∈ P 2 such that p(0) = 0 and p(1) = 0. (iii) The set S 3 of polynomials p(x) ∈ P 2 such that p(0) = 0 or p(1) = 0. (iv) The set S 4 of polynomials p(x) ∈ P 2 such that (p(0))^2 + 2(p(1))^2 + (p(2))^2 = 0.

Problem 2 (20 pts.) Let L be the linear operator on R^2 given by

L

x y

x y

Find the matrix of the operator L relative to the basis v 1 = (1, 1), v 2 = (1, −1).

Problem 3 (30 pts.) Consider a linear operator f : R^3 → R^3 , f (x) = Ax, where

A =

(i) Find a basis for the image of f. (ii) Find a basis for the null-space of f.

Problem 4 (30 pts.) Let B =

(i) Find all eigenvalues of the matrix B. (ii) For each eigenvalue of B, find an associated eigenvector. (iii) Is there a basis for R^3 consisting of eigenvectors of B?

Bonus Problem 5 (25 pts.) Let f 1 , f 2 , f 3 ,... be the Fibonacci numbers defined by

f 1 = f 2 = 1, fn = fn− 1 + fn− 2 for n ≥ 3. Find lim n→∞

fn+ fn