MATH 23 Exam 2 Review Solutions

Similar documents
Math 308 Exam II Practice Problems

Math 266 Midterm Exam 2

Ex. 1. Find the general solution for each of the following differential equations:

1 Solution to Homework 4

Jim Lambers MAT 285 Spring Semester Practice Exam 2 Solution. y(t) = 5 2 e t 1 2 e 3t.

Higher Order Linear Equations

MATH 2250 Final Exam Solutions

Solutions for homework 5

4.2 Homogeneous Linear Equations

2. Determine whether the following pair of functions are linearly dependent, or linearly independent:

MA 266 Review Topics - Exam # 2 (updated)

Math K (24564) - Homework Solutions 02

MATH 251 Week 6 Not collected, however you are encouraged to approach all problems to prepare for exam

Section 3.4. Second Order Nonhomogeneous. The corresponding homogeneous equation. is called the reduced equation of (N).

Section 3.4. Second Order Nonhomogeneous. The corresponding homogeneous equation

Section 3.7: Mechanical and Electrical Vibrations

MATH2351 Introduction to Ordinary Differential Equations, Fall Hints to Week 07 Worksheet: Mechanical Vibrations

Do not write below here. Question Score Question Score Question Score

Old Math 330 Exams. David M. McClendon. Department of Mathematics Ferris State University

MATH 251 Examination I July 5, 2011 FORM A. Name: Student Number: Section:

DON T PANIC! If you get stuck, take a deep breath and go on to the next question. Come back to the question you left if you have time at the end.

Section 4.9; Section 5.6. June 30, Free Mechanical Vibrations/Couple Mass-Spring System

Work sheet / Things to know. Chapter 3

Second In-Class Exam Solutions Math 246, Professor David Levermore Thursday, 31 March 2011

Math 4B Notes. Written by Victoria Kala SH 6432u Office Hours: T 12:45 1:45pm Last updated 7/24/2016

Graded and supplementary homework, Math 2584, Section 4, Fall 2017

Differential Equations: Homework 8

Math Assignment 5

Math 308 Exam I Practice Problems

MATH 251 Examination I February 23, 2017 FORM A. Name: Student Number: Section:

MATH 251 Examination I October 8, 2015 FORM A. Name: Student Number: Section:

4.9 Free Mechanical Vibrations

ODE. Philippe Rukimbira. Department of Mathematics Florida International University PR (FIU) MAP / 92

Differential Equations Practice: 2nd Order Linear: Nonhomogeneous Equations: Variation of Parameters Page 1

ODE Math 3331 (Summer 2014) June 16, 2014

MA 266 FINAL EXAM INSTRUCTIONS May 8, 2010

The most up-to-date version of this collection of homework exercises can always be found at bob/math365/mmm.pdf.

Math 216 Second Midterm 16 November, 2017

Math Ordinary Differential Equations Sample Test 3 Solutions

x gm 250 L 25 L min y gm min

MATH 251 Final Examination May 3, 2017 FORM A. Name: Student Number: Section:

FINAL EXAM SOLUTIONS, MATH 123

Chapter 3: Second Order Equations

First Order Linear Ordinary Differential Equations

Solutions of Math 53 Midterm Exam I

MA26600 FINAL EXAM INSTRUCTIONS December 13, You must use a #2 pencil on the mark sense sheet (answer sheet).

2nd-Order Linear Equations

MATH 251 Examination II July 28, Name: Student Number: Section:

MATH 24 EXAM 3 SOLUTIONS

DO NOT WRITE ABOVE THIS LINE!! MATH 181 Final Exam. December 8, 2016

MATH 251 Examination I October 9, 2014 FORM A. Name: Student Number: Section:

Section Mass Spring Systems

Section 3.4. Second Order Nonhomogeneous. The corresponding homogeneous equation. is called the reduced equation of (N).

Math 308 Exam I Practice Problems

Forced Mechanical Vibrations

MATH 246: Chapter 2 Section 8 Motion Justin Wyss-Gallifent

ODE Homework Solutions of Linear Homogeneous Equations; the Wronskian

MATH 3321 Sample Questions for Exam 3. 3y y, C = Perform the indicated operations, if possible: (a) AC (b) AB (c) B + AC (d) CBA

Differential Equations, Math 315 Midterm 2 Solutions

Test #2 Math 2250 Summer 2003

Math 211. Substitute Lecture. November 20, 2000

MATH 251 Final Examination May 4, 2015 FORM A. Name: Student Number: Section:

Math 215/255 Final Exam (Dec 2005)

MATH 251 Final Examination December 16, 2015 FORM A. Name: Student Number: Section:

Math K (24564) - Lectures 02

Math 240: Spring-mass Systems

MATH 1242 FINAL EXAM Spring,

Problem Score Possible Points Total 150

Polytechnic Institute of NYU MA 2132 Final Practice Answers Fall 2012

c 1 = y 0, c 2 = 1 2 y 1. Therefore the solution to the general initial-value problem is y(t) = y 0 cos(2t)+y sin(2t).

Section 3.4. Second Order Nonhomogeneous. The corresponding homogeneous equation. is called the reduced equation of (N).

Week 9 solutions. k = mg/l = /5 = 3920 g/s 2. 20u + 400u u = 0,

Solutions to Homework 3

Differential Equations 2280 Sample Midterm Exam 3 with Solutions Exam Date: 24 April 2015 at 12:50pm

Form A. 1. Which of the following is a second-order, linear, homogenous differential equation? 2

A: Brief Review of Ordinary Differential Equations

June 2011 PURDUE UNIVERSITY Study Guide for the Credit Exam in (MA 262) Linear Algebra and Differential Equations

Solutions to Final Exam Sample Problems, Math 246, Spring 2011

Math 333 Qualitative Results: Forced Harmonic Oscillators

Linear Second Order ODEs

Understand the existence and uniqueness theorems and what they tell you about solutions to initial value problems.

Second order linear equations

3.4.1 Distinct Real Roots

Final Exam Review. Review of Systems of ODE. Differential Equations Lia Vas. 1. Find all the equilibrium points of the following systems.

MAT292 - Calculus III - Fall Solution for Term Test 2 - November 6, 2014 DO NOT WRITE ON THE QR CODE AT THE TOP OF THE PAGES.

APPM 2360: Final Exam 10:30am 1:00pm, May 6, 2015.

Section 4.3 version November 3, 2011 at 23:18 Exercises 2. The equation to be solved is

MA 162 FINAL EXAM PRACTICE PROBLEMS Spring Find the angle between the vectors v = 2i + 2j + k and w = 2i + 2j k. C.

Math 20D Final Exam 8 December has eigenvalues 3, 3, 0 and find the eigenvectors associated with 3. ( 2) det

HW2 Solutions. MATH 20D Fall 2013 Prof: Sun Hui TA: Zezhou Zhang (David) October 14, Checklist: Section 2.6: 1, 3, 6, 8, 10, 15, [20, 22]

Math 308 Final Exam Practice Problems

MATH 251 Final Examination August 14, 2015 FORM A. Name: Student Number: Section:

1. (10 points) Find the general solution to the following second-order differential equation:

Math 250B Final Exam Review Session Spring 2015 SOLUTIONS

REVIEW PROBLEMS FOR MIDTERM II MATH 2373, FALL 2016 ANSWER KEY

Purdue University Study Guide for MA Credit Exam

Solutions to Math 53 Math 53 Practice Final

Ch 3.7: Mechanical & Electrical Vibrations

MATH 152, SPRING 2017 COMMON EXAM I - VERSION A

Exam 2 Study Guide: MATH 2080: Summer I 2016

Transcription:

MATH 23 Exam 2 Review Solutions Problem 1. Use the method of reduction of order to find a second solution of the given differential equation x 2 y (x 0.1875)y = 0, x > 0, y 1 (x) = x 1/4 e 2 x Solution 1. Set y 2 (x) = y 1 (x)v(x), in which y 1 (x) = x 1/4 e 2x. It can be verified that y 1 is a solution of the differential equation, that is, x 2 y (x 0.1875)y = 0. Substitution of the given form of y 2 results in the differential equation 2x 9/4 v + (4x 7/4 + x 5/4 )v = 0. This equation is linear in the variable w = v. An integrating factor is µ = e [2x 1/2 +1/(2x)]dx = xe 4 x. Rewrite the equation as [ xe 4 x v ] = 0, from which it follows that v (x) = ce 4 x / x. Integrating, v(x) = c 1 e 4 x + c 2 and as a result, Setting c 1 = 1 and c 2 = 0,we obtain y 2 (x) = c 1 x 1/4 e 2 x + c 2 x 1/4 e 2 x. y 2 (x) = x 1/4 e 2 x. Problem 2. Consider the initial value problem 4y + 4y + y = 0, y(0) = 1, y (0) = 2. (a) Solve the initial value problem and plot the solution. 1

(b) Determine the coordinates (t M, y M ) of the maximum point. (c) Change the second initial condition to y (0) = b > 0 and find the solution as a function of b. (d) Find the coordinates (t M, y M ) of the maximum point in terms of b. Describe the dependence of t M and y M on b as b increases. Solution 2. (a) The characteristic equation is which is equivalent to 4r 2 + 4r + 1 = 0, (2r + 1) 2 = 0. The roots of the characteristic equation are r = 1/2, 1/2. So the solution is y(t) = (c 1 + c 2 t)e t/2. Using the initial conditions, we get c 1 = 1 and c 2 = 5/2. The solution becomes y(t) = (1 + 5 2 )e t/2. (b) To determine the maximum point, ( 5 y (t) = 0 = e t/2 2 5 4 t 1 ) = 0 2 which gives t = 8. Substituting this value of t into the solution, we get 5 y M = 5e 4/5. So, the maximum point (t M, y M ) = ( 8 5, 5e 4/5 ). (c) By changing the second initial condition from y (0) = 2 to y (0) = b and keeping the first initial condition (i.e., y(0) = 1) same, we get c 1 = 1 and c 2 = b + 1/2 and the solution becomes y(t) = (1 + (b + 1/2)t)e t/2. 2

(d) To find the maximum point in terms of b, we differentiate the the solution obtained in part (c), e t/2 ( 1 2 + (b + 1/2) 1 (b + 1/2)t) = 0, 2 which gives t M = 4b 2b + 1. Note that t M as b. Substituting the value of t M into the solution gives y M = (1 + 2b)exp( 2b 1 + 2b ). Again, note that y M as t. Problem 3. Solve the given initial value problem. Sketch the graph of the solution and describe its behaviour for increasing t. 9y + 6y + 82y = 0, y(0) = 1, y (0) = 2 Solution 3. The characteristic equation is 9r 2 + 6r + 82 = 0. We obtain the complex roots r = 1/3 ± 3i. The general solution is y(t) = c 1 e t/3 cos 3t + c 2 e t/3 sin 3t. Based on the first initial condition, c 1 = 1. Invoking the second initial condition, we conclude that 1/3 + 3c 2 = 2, or c 2 = 5/9. Hence y(t) = e t/3 cos 3t + (5/9)e t/3 sin 3t. The solution oscillates with an exponentially decreasing amplitude. Problem 4. Find the general solution of the given differential equation u + ω 2 0u = cos ωt, ω 2 ω 2 0 3

Solution 4. The characteristic equation for the homogeneous problem is with complex roots r = ±ω 0 i. Hence Since ω ω 0, set r 2 + ω 2 0 = 0, y c (t) = c 1 cos ω 0 t + c 2 sin ω 0 t. Y = A cos ωt + B sin ωt. Substitution into the ODE and comparing the coefficients results in the system of equations (ω 2 0 ω 2 )A = 1 and (ω 2 0 ω 2 )B = 0. Hence Y = The general solution is y(t) = y c (t) + Y. 1 cos ωt. ω0 2 ω2 Problem 5. Determine a suitable form of particular solution Y (t) using the method of undetermined coefficients y + 3y + 2y = e t (t 2 + 1) sin 2t + 3e t cos t + 4e t Solution 5. (a) The homogeneous solution is y c (t) = c 1 e t + c 2 te 2t. None of the functions on the right hand side are solutions of the homogenous equation. In order to include all possible combinations of the derivatives, consider Y (t) = e t (A 0 +A 1 t+a 2 t 2 ) cos 2t+e t (B 0 +B 1 t+b 2 t 2 ) sin 2t++e t (C 1 cos t+c 2 sin t)+de t. (b) Substitution into the differential equation and comparing the coefficients results in Y (t) = e t (A 0 +A 1 t+a 2 t 2 ) cos 2t+e t (B 0 +B 1 t+b 2 t 2 ) sin 2t+e t ( 3 2 cos t+3 2 sin t)+2et /3, in which A 0 = 4105/35152, A 1 = 73/676, A 2 = 5/52, B 0 = 1233/35152, B 1 = 10/169, B 2 = 1/52. 4

Problem 6. Verify that the given functions y 1 and y 2 satisfy the corresponding homogenous equation; then find a particular solution of the given nonhomogeneous equation. x 2 y 3xy + 4y = x 2 ln x, x > 0, y 1 (x) = x 2, y 2 (x) = x 2 ln x Solution 6. Note that g(x) = ln x. The functions y 1 (x) = x 2 and y 2 (x) = x 2 ln x are solutions of the homogeneous equation, as verified by substitution. The Wronskian of the solutions is W (y 1, y 2 ) = x 3. Using the method of variation of parameters, the particular solution is Y (x) = u 1 (x)y 1 (x)+u 2 (x)y 2 (x), in which x 2 ln x(ln x) u 1 (x) = dx = (ln x) 3 /3 W (x) x 2 ln x u 2 (x) = W (x) dx = (ln x)2 /2. Therefore Y (x) = x 2 (ln x) 3 /3 + x 2 (ln x) 3 /2 = x 2 (ln x) 3 /6. Problem 7. Verify that the given functions y 1 and y 2 satisfy the corresponding homogenous equation; then find a particular solution of the given nonhomogeneous equation. x 2 y +xy +(x 2 0.25)y = g(x), x > 0; y 1 (x) = x 1/2 sin x, y 2 (x) = x 1/2 cos x Solution 7. First write the equation in standard form. The forcing function becomes g(x)/x 2. The functions y 1 (x) = x 1/2 sin x and y 2 (x) = x 1/2 cos x are a fundamental set of solutions. The Wronskian of the solutions is W (y 1, y 2 ) = 1/x. Using the method of variation of parameters, the particular solution is Y (x) = u 1 (x)y 1 (x) + u 2 (x)y 2 (x), in which u 1 (x) = x u 2 (x) = cos τ(g(τ)) τ dτ, τ sin τ(g(τ)) τ dτ. τ x 0 x x 0 5

Therefore Y (x) = sin x x x x 0 = 1 x x x 0 cos τ(g(τ)) τ τ sin(x τ)(g(τ)) τ dτ. τ dτ cos x x x x 0 sin τ(g(τ)) τ dτ τ Problem 8. A mass weighing 3 lb stretches a spring 3 in. If the mass is pushed upward, contracting the spring a distance of 1 in, and then set in motion with a downward velocity of 2 ft/s, and if there is no damping, find the position u of the mass at any time t. Determine the frequency, period, amplitude, and phase of the motion. Solution 8. The spring constant is k = 3 = 12 lb/ft. Mass m = 3/32 (1/4) lb-s 2 /ft. Since there is no damping, the equation of motion is 3u /32 + 12u = 0, that is, u + 128u = 0. The initial conditions are u(0) = 1/12 ft, u (0) = 2 ft/s. The general solution is u(t) = A cos(8 2t) + B sin(8 2t). Invoking the initial conditions, we have u(t) = 1 12 cos(8 2t) + 1 4 2 sin(8 2t). R = 11/288ft, δ = π arctan(3/ 2)rad, ω 0 = 8 2 rad/s, T = π/(4 2)s. Problem 9. A 1/4-kg mass is attached to a spring with a stiffness 4 N/m. The damping constant b for the system is 1 N-sec/m. If the mass is displaced 1/2 m to the left and an initial velocity of 1 m/sec to the left, find the equation of motion. What is the maximum displacement that the mass will attain? Solution 9. The general equation is my + by + ky = 0 (1) Substituting m = 1/4, b = 1, k = 4 into Eq (1), we get (1/4)y + y + 4y = 0 6

with initial conditions y(0) = 1/2, y (0) = 1. The negative signs for the initial conditions reflect the facts that the initial displacement and push are to the left. The solution to (1) is given by or, it can be expressed as y(t) = 1 2 e 2t cos(2 3t) 1 3 e 2t sin(2 3t) y(t) = 7 12 e 2t sin(2 3t + φ), where φ = 3/2 and φ lies in Quadrant III because c 1 = 1/2 and c 2 = 1/ 3 are both negative. To determine the maximum displacement from equilibrium, we must determine the maximum value of y(t). y (t) = e 2t { 5 3 sin(2 3t) cos(2 3t)} = 0, 5 3 sin(2 3t) = cos(2 3t), Thus, the first positive root is tan(2 3t) = 3 5. t = 1 2 3 arctan 3 5 0.096. Substituting this value for t back into the solution y(t) gives y(0.096) 0.55. Hence the maximum displacement, which occurs to the left of equilibrium, is approximately 0.55m. Problem 10. Verify that the given vector satisfies the given differential equation 1 1 1 6 0 x = 2 1 1 x, x = 8 e t + 2 1 e 2t 0 1 1 4 1 7

Solution 10. It is easy to see that 6 0 [ ] x = 8 e t + 4 e 2t 6e = t 8e 4 4 t + 4e 2t 4e t 4e 2t On the other hand, 1 1 1 1 1 1 6 1 1 1 0 2 1 1 x = 2 1 1 8 e t + 2 1 1 2 e 2t 0 1 1 0 1 1 4 0 1 1 2 6 0 = 8 e t + 4 e 2t 4 4 Problem 11. Verify that the given matrix satisfies the given differential equation 1 1 4 e t e 2t e 3t ψ = 3 2 1 ψ, ψ(t) = 4e e 2t 2e 3t 2 1 1 e t e 2t e 3t Solution 11. Differentiation, elementwise, results in e t 2e 2t 3e 3t ψ = 4e 2e 2t 6e 3t e t 2e 2t 3e 3t On the other hand, 1 1 4 1 1 4 e t e 2t e 3t 3 2 1 ψ = 3 2 1 4e e 2t 2e 3t 2 1 1 2 1 1 e t e 2t e 3t e t 2e 2t 3e 3t = 4e 2e 2t 6e 3t. e t 2e 2t 3e 3t Problem 12. Verify that the given functions are solutions of the differential equation, and determine the Wronskian xy y = 0; 1, x, x 3 8

Solution 12. Substitution verifies that the functions are solutions of the differential equation. Furthermore, we have W (1, x, x 3 ) = 6x. Problem 13. Determine intervals in which solutions are sure to exist (x 1)y (4) + (x + 1)y + (tan x)y = 0 Solution 13. Writing the equation in standard form, the coefficients are rational functions with a singularity at x 0 = 1. Furthermore, p 4 (x) = tan x/(x 1) is undefined, and hence not continuous, at x k = ±(2k + 1)π/2, k = 0, 1, 2,... Hence solutions are defined on any interval that does not contain x 0 or x k. Problem 14. Find the general solution of the given differential equation y (6) y = 0 Solution 14. The characteristic equation can be written as r 2 (r 4 1) = 0. The roots are given by The general solution is r = 0, 0, ±1, ±i. y = c 1 + c 2 t + c 3 e t + c 4 e t + c 5 cos t + c 6 sin t. Problem 15. Find the general solution of the given differential equation y (8) + 8y (4) + 16y = 0 Solution 15. The characteristic equation can be written as (r 4 + 4) 2 = 0. The roots of the equation r 4 + 4 = 0 are r = 1 ± i, 1 ± i. Each of these roots has multiplicity two. The general solution is y = e t [c 1 cos t+c 2 sin t]+te t [c 3 cos t+c 4 sin t]+e t [c 5 cos t+c 6 sin t]+te t [c 7 cos t+c 8 sin t]. 9

Problem 16. Determine a suitable form for the particular solution (Y (t)) if the method of undetermined coefficients is to be used. Do not evaluate the constants. y (4) + 2y + 2y = 3e t + 2te t + e t sin t Solution 16. The characteristic equation can be written as r 2 (r 2 + 2r + 2) = 0, with roots r = 0, with multiplicity two, and r = 1 ± i. This means that the homogeneous solution is y c = c 1 + c 2 t + c 3 e t cos t + c 4 e t sin t. The function g 1 (t) = 3e t + 2te t, and all of its derivatives, is independent of the homogeneous solution. Therefore set Y 1 (t) = Ae t + (Bt + C)e t. Now g 2 (t) = e t sin t is a solution of the homogeneous equation, associated with the complex roots. We need to set Y 2 (t) = t(de t cos t + Ee t sin t). It follows that the particular solution has the form Y (t) = Ae t + (Bt + C)e t + t(de t cos t + Ee t sin t). Problem 17. Find the solution of the initial value problem y 3y + 2y = t + e t ; y(0) = 1, y (0) = 1/4, y (0) = 3/2 Solution 17. The characteristic equation can be written as Hence the homogeneous solution is r(r 2 3r + 2) = 0. y c = c 1 + c 2 e t + c 3 e 2t. Let g 1 (t) = e t and g 2 (t) = t. Note that g 1 is a solution of the homogeneous problem. Set Y 1 (t) = Ate t. 10

Substitution into the ODE results in A = 1. Now let Y 2 (t) = Bt 2 + Ct. Substitution into the ODE results in B = 1/4 and C = 3/4. Therefore the general solution is y(t) = c 1 + c 2 e t + c 3 e 2t te t + (t 2 + 3t)/4. Invoking the initial conditions, we find that c 1 = 1, c 2 = c 3 = 0. The solution of the initial value problem is y(t) = 1 te t + (t 2 + 3t)/4. Problem 18. Given that x, x 2, and 1/x are solutions of the homogeneous equation corresponding to determine a particular solution. x 3 y + x 2 y 2xy + 2y = 2x 4, x > 0, Solution 18. First write the equation as The Wronskian is evaluated as y + x 1 y 2x 2 y + 2x 3 y = 2x. W (x, x 2, 1/x) = 6/x. Now compute the three determinants 0 x 2 1/x W 1 (x) = 0 2x 1/x 2 1 2 2/x 3 = 3, x 0 1/x W 2 (x) = 1 0 1/x 2 0 1 2/x 3 = 2/x, x x 2 0 W 3 (x) = 1 2x 0 0 2 1 = x2. Hence u 1 (x) = x 3 /3, u 2 (x) = x 2 /3, u 3 (x) = x 5 /15. Therefore the particular solution can be expressed as Y (x) = x[ x 3 /3] + x 2 [x 2 /3] + 1 x [x5 /15] = x 4 /15. 11

Problem 19. Find the solution of the given initial value problem y + y = sec t; y(0) = 2, y (0) = 1, y (0) = 2 Solution 19. The characteristic equation is r(r 2 1) = 0 and the roots are r = 0, ±i. The complementary solution is given by y c (t) = c 1 + c 2 cos t + c 3 sin t. The Wronskian W (1, cos t, sin t) = 1 and This gives The particular solution is given by W 1 = 1, W 2 = cos t, W 3 = sin t W1 sec t u 1 (t) = dt = ln sec t + tan t W W2 sec t u 2 (t) = dt = t W W3 sec t u 3 (t) = dt = ln sec t W Y (t) = u 1 (t) + u 2 (t) cos t + u 3 (t) sin t, and using u 1, u 2 and u 3, the solution becomes Y (t) = ln sec t + tan t t cos t + ln sec t sin t. Problem 20. Find all eigenvalues and eigenvectors of the given matrix [ 1 ] i i 1 Solution 20. The characteristic equation is given by (1 λ) 2 1 = 0 12

which gives λ = 0, 2. For λ 1 = 0 [ ] 1 i i 1 [ ] i 1 0 0 which gives ix 1 + x 2 = 0. So, the eigenvector is [ ] 1 x (1) =. i For λ 1 = 2 [ ] 1 i i 1 [ ] i 1 0 0 which gives ix 1 x 2 = 0. So, the eigenvector is [ ] 1 x (2) =. i Problem 21. Find all eigenvalues and eigenvectors of the given matrix 11/9 2/9 8/9 2/9 2/9 10/9 8/9 10/9 5/9 Solution 21. For computational purposes, note that if λ is an eigenvalue of B, then cλ is an eigenvalue of the matrix A = cb. Eigenvectors are unaffected, since they are only determined up to a scalar multiple. So with the associated characteristic equation is µ 3 18µ 2 81µ + 1458 = 0, with roots µ 1 = 9, µ 2 = 9 and µ 3 = 18. Hence the eigenvalues of the given matrix, A, are λ 1 = 1, λ 2 = 1 and λ 3 = 2. Setting λ = λ 1 = 1, (which corresponds to using µ 1 = 9 in the modified problem) the reduced system of equations is 2x 1 + x 3 = 0, x 2 + x 3 = 0. 13

A corresponding solution vector is given by x (1) = (1, 2, 2) T. Setting λ = λ 2 = 1, the reduced system of equations is x 1 + 2x 3 = 0, x 2 2x 3 = 0. A corresponding solution vector is given by x (2) = (2, 2, 1) T. Finally, setting λ = λ 2 = 1, the reduced system of equations is x 1 x 3 = 0, 2x 2 x 3 = 0. A corresponding solution vector is given by x (3) = (2, 1, 2) T. 14