EBK LINEAR ALGEBRA AND ITS APPLICATIONS
EBK LINEAR ALGEBRA AND ITS APPLICATIONS
6th Edition
ISBN: 9780135851043
Author: Lay
Publisher: PEARSON CO
bartleby

Concept explainers

Linear Algebra
In mathematics, problems can be solved by the arithmetic operators like addition, subtraction, multiplication, and division. In algebra, we represent the numbers by any letter called a variable. If these variables are of degree 1, then it is studied unde…
bartleby

Videos

Textbook Question
Book Icon
Chapter 4.5, Problem 4E

For each subspace in Exercises 1-8, (a) find a basis, and (b) state the dimension.

4. { [ a + b 2 a 3 a − b − b ] : a ,  b  in  ℝ }

Expert Solution & Answer
Check Mark
bartleby

Learn your wayIncludes step-by-step video

See solution
Check out sample textbook solution
Blurred answer
03:58
Previous
Chapter 4.5, Problem 3E
Next
Chapter 4.5, Problem 5E

Chapter 4 Solutions

EBK LINEAR ALGEBRA AND ITS APPLICATIONS

Ch. 4.1 - Show that the set H of all points in 2 of the form...Ch. 4.1 - Let W = Span{v1,...,vp}, where v1,..,vp are in a...Ch. 4.1 - An n n matrix A is said to be symmetric if AT =...Ch. 4.1 - Let V be the first quadrant in the xy-plane; that...Ch. 4.1 - Let W be the union of the first and third...Ch. 4.1 - Let H be the set of points inside and on the unit...Ch. 4.1 - Construct a geometric figure that illustrates why...Ch. 4.1 - In Exercises 58, determine if the given set is a...Ch. 4.1 - In Exercises 58, determine if the given set is a...Ch. 4.1 - In Exercises 58, determine if the given set is a...
Ch. 4.1 - In Exercises 58, determine if the given set is a...Ch. 4.1 - Let H be the set of all vectors of the form...Ch. 4.1 - Let H be the set of all vectors of the form...Ch. 4.1 - Let W be the set of all vectors of the form...Ch. 4.1 - Let W be the set of all vectors of the form...Ch. 4.1 - Let v1 = [101], v2 = [213], v3 = [426], and w=...Ch. 4.1 - Let v1, v2, v3 be as in Exercise 13, and let w =...Ch. 4.1 - In Exercises 1518, let W be the set of all vectors...Ch. 4.1 - In Exercises 1518, let W be the set of all vectors...Ch. 4.1 - In Exercises 1518, let W be the set of all vectors...Ch. 4.1 - In Exercises 1518, let W be the set of all vectors...Ch. 4.1 - If a mass m is placed at the end of a spring, and...Ch. 4.1 - The set of all continuous real-valued functions...Ch. 4.1 - Determine if the set H of all matrices of the form...Ch. 4.1 - Let F be a fixed 32 matrix, and let H be the set...Ch. 4.1 - Prob. 24ECh. 4.1 - In Exercises 23—32, mark each statement True or...Ch. 4.1 - In Exercises 23—32, mark each statement True or...Ch. 4.1 - In Exercises 23—32, mark each statement True or...Ch. 4.1 - In Exercises 23—32, mark each statement True or...Ch. 4.1 - In Exercises 23—32, mark each statement True or...Ch. 4.1 - Prob. 32ECh. 4.1 - Exercises 2529 show how the axioms for a vector...Ch. 4.1 - Exercises 2529 show how the axioms for a vector...Ch. 4.1 - Exercises 2529 show how the axioms for a vector...Ch. 4.1 - Exercises 2529 show how the axioms for a vector...Ch. 4.1 - Suppose cu = 0 for some nonzero scalar c. Show...Ch. 4.1 - Let u and v be vectors in a vector space V, and...Ch. 4.1 - Let H and K be sub spaces of a vector space V. The...Ch. 4.1 - Given subspaces H and K of a vector space V, the...Ch. 4.1 - Suppose u1,..., up and v1,..., vq are vectors in a...Ch. 4.1 - [M] Show that w is in the subspace of 4 spanned by...Ch. 4.1 - [M] Determine if y is in the subspace of 4 spanned...Ch. 4.1 - [M] The vector space H = Span {1, cos2t, cos4t,...Ch. 4.2 - Let W = {[abc]:a3bc=0}. Show in two different ways...Ch. 4.2 - Let A = [735415524], v = [211], and w = [763]....Ch. 4.2 - Let A be an n n matrix. If Col A = Nul A, show...Ch. 4.2 - Determine if w = [134] is in Nul A, where A =...Ch. 4.2 - Determine if w = [532] is in Nul A, where A =...Ch. 4.2 - In Exercises 36, find an explicit description of...Ch. 4.2 - In Exercises 36, find an explicit description of...Ch. 4.2 - In Exercises 36, find an explicit description of...Ch. 4.2 - In Exercises 36, find an explicit description of...Ch. 4.2 - In Exercises 714, either use an appropriate...Ch. 4.2 - In Exercises 714, either use an appropriate...Ch. 4.2 - In Exercises 714, either use an appropriate...Ch. 4.2 - In Exercises 714, either use an appropriate...Ch. 4.2 - In Exercises 714, either use an appropriate...Ch. 4.2 - In Exercises 714, either use an appropriate...Ch. 4.2 - In Exercises 714, either use an appropriate...Ch. 4.2 - In Exercises 714, either use an appropriate...Ch. 4.2 - In Exercises 15 and 16, find A such that the given...Ch. 4.2 - Prob. 16ECh. 4.2 - For the matrices in Exercises 1720, (a) find k...Ch. 4.2 - For the matrices in Exercises 1720, (a) find k...Ch. 4.2 - For the matrices in Exercises 1720, (a) find k...Ch. 4.2 - For the matrices in Exercises 17-20, (a) find k...Ch. 4.2 - With A as in Exercise 17, find a nonzero vector in...Ch. 4.2 - With A as in Exercise 3, find a nonzero vector in...Ch. 4.2 - Let A=[61236] and w=[21]. Determine if w is in Col...Ch. 4.2 - Let A=[829648404] and w=[212]. Determine w is in...Ch. 4.2 - In Exercises 25—38, A denotes an mn matrix. Mark...Ch. 4.2 - Prob. 26ECh. 4.2 - Prob. 27ECh. 4.2 - Prob. 28ECh. 4.2 - Prob. 29ECh. 4.2 - Prob. 30ECh. 4.2 - In Exercises 25—38, A denotes an mn matrix. Mark...Ch. 4.2 - Prob. 35ECh. 4.2 - Prob. 37ECh. 4.2 - Prob. 38ECh. 4.2 - It can be shown that a solution of the system...Ch. 4.2 - Consider the following two systems of equations:...Ch. 4.2 - Prove Theorem 3 as follows: Given an m n matrix...Ch. 4.2 - Let T : V W be a linear transformation from a...Ch. 4.2 - Define T : p2 by T(p)=[p(0)p(1)]. For instance, if...Ch. 4.2 - Define a linear transformation T: p2 2 by...Ch. 4.2 - Let M22 be the vector space of all 2 2 matrices,...Ch. 4.2 - (Calculus required) Define T : C[0, 1 ] C[0, 1]...Ch. 4.2 - Let V and W be vector spaces, and let T : V W be...Ch. 4.2 - [M] Determine whether w is in the column space of...Ch. 4.2 - [M] Determine whether w is in the column space of...Ch. 4.2 - [M] Let a1,,a5 denote the columns of the matrix A,...Ch. 4.2 - [M] Let H = Span {v1, v2} and K = Span {v3, v4},...Ch. 4.3 - Let v1=[123] and v2=[279]. Determine if {v1, v2}...Ch. 4.3 - Let v1=[134], v2=[621], v3=[223], and v4=[489]....Ch. 4.3 - Let v1=[100], v2=[010], and H={[ss0]:sin}. Then...Ch. 4.3 - Let V and W be vector spaces, let T : V W and U :...Ch. 4.3 - Determine which sets in Exercises 1-8 are bases...Ch. 4.3 - Determine which sets in Exercises 1-8 are bases...Ch. 4.3 - Determine which sets in Exercises 1-8 are bases...Ch. 4.3 - Determine which sets in Exercises 1-8 are bases...Ch. 4.3 - Determine which sets in Exercises 1-8 are bases...Ch. 4.3 - Determine which sets in Exercises 1-8 are bases...Ch. 4.3 - Determine which sets in Exercises 1-8 are bases...Ch. 4.3 - Determine which sets in Exercises 1-8 are bases...Ch. 4.3 - Find bases for the null spaces of the matrices...Ch. 4.3 - Find bases for the null spaces of the matrices...Ch. 4.3 - Find a basis for the set of vectors in 3 in the...Ch. 4.3 - Find a basis for the set of vectors in 2 on the...Ch. 4.3 - In Exercises 13 and 14, assume that A is row...Ch. 4.3 - In Exercises 13 and 14, assume that A is row...Ch. 4.3 - In Exercises 15-18, find a basis for the space...Ch. 4.3 - In Exercises 15-18, find a basis for the space...Ch. 4.3 - In Exercises 15-18, find a basis for the space...Ch. 4.3 - In Exercises 15-18, find a basis for the space...Ch. 4.3 - Let v1=[437], v2=[192], v3=[7116], and H =...Ch. 4.3 - Let v1=[7495], v2=[4725], v3=[1534]. It can be...Ch. 4.3 - Prob. 21ECh. 4.3 - Prob. 22ECh. 4.3 - Prob. 23ECh. 4.3 - Prob. 24ECh. 4.3 - Prob. 25ECh. 4.3 - Prob. 26ECh. 4.3 - Prob. 27ECh. 4.3 - Suppose 4 = Span {v1,,v4}. Explain why {v1,,v4} is...Ch. 4.3 - Let B = {v1,..., vn} be a linearly independent set...Ch. 4.3 - Let v1=[101], v2=[011], v3=[010], and let H be the...Ch. 4.3 - In the vector space of all real-valued functions,...Ch. 4.3 - Let V be the vector space of functions that...Ch. 4.3 - (RLC circuit) The circuit in the figure consists...Ch. 4.3 - Exercises 29 and 30 show that every basis for n...Ch. 4.3 - Exercises 29 and 30 show that every basis for n...Ch. 4.3 - Exercises 31 and 32 reveal an important connection...Ch. 4.3 - Exercises 31 and 32 reveal an important connection...Ch. 4.3 - Consider the polynomials p1(t) = 1 + t2 and p2(t)...Ch. 4.3 - Consider the polynomials p1(t) = 1 + t, p2(t) = 1 ...Ch. 4.3 - Let V be a vector space that contains a linearly...Ch. 4.3 - [M] Let H = Span {u1, u2, u3} and K = Span{v1,v2,...Ch. 4.3 - [M] Show that {t, sin t, cos 2t, sin t cos t} is a...Ch. 4.4 - Let b1=[100], b2=[340], b3=[363], and x=[823]. a....Ch. 4.4 - The set B = {1 + t, 1 + t2, t + t2} is a basis for...Ch. 4.4 - In Exercises 1-4, find the vector x determined by...Ch. 4.4 - In Exercises 1-4, find the vector x determined by...Ch. 4.4 - In Exercises 1-4, find the vector x determined by...Ch. 4.4 - In Exercises 1-4, find the vector x determined by...Ch. 4.4 - In Exercises 5-8, find the coordinate vector [ x...Ch. 4.4 - In Exercises 5-8, find the coordinate vector [ x...Ch. 4.4 - In Exercises 5-8, find the coordinate vector [ x...Ch. 4.4 - In Exercises 5-8, find the coordinate vector [ x...Ch. 4.4 - In Exercises 9 and 10, find the...Ch. 4.4 - In Exercises 9 and 10, find the...Ch. 4.4 - In Exercises 11 and 12, use an inverse matrix to...Ch. 4.4 - In Exercises 11 and 12, use an inverse matrix to...Ch. 4.4 - The set B = {1 + t2, t + t2, 1 + 2t + t2} is a...Ch. 4.4 - The set B = {1 t2, t t2, 2 2t + t2} is a basis...Ch. 4.4 - Prob. 15ECh. 4.4 - The vectors v1=[13], v2=[28], v3=[37] span 2 but...Ch. 4.4 - Let B = {b1,...,bn} be a basis for a vector space...Ch. 4.4 - Let S be a finite set in a vector space V with the...Ch. 4.4 - Suppose {v1,...,v4} is a linearly dependent...Ch. 4.4 - Let B={[14],[29]}. Since the coordinate mapping...Ch. 4.4 - Exercises 23-26 concern a vector space V, a basis...Ch. 4.4 - Exercises 23-26 concern a vector space V, a basis...Ch. 4.4 - Exercises 23-26 concern a vector space V, a basis...Ch. 4.4 - Exercises 23-26 concern a vector space V, a basis...Ch. 4.4 - In Exercises 27-30, use coordinate vectors to test...Ch. 4.4 - In Exercises 27-30, use coordinate vectors to test...Ch. 4.4 - In Exercises 27-30, use coordinate vectors to test...Ch. 4.4 - In Exercises 27-30, use coordinate vectors to test...Ch. 4.4 - Use coordinate vectors to test whether the...Ch. 4.4 - Let p1 (t) = 1 + t2, p2(t) = t 3t2, p3 (t) = 1 +...Ch. 4.4 - In Exercises 33 and 34, determine whether the sets...Ch. 4.4 - In Exercises 33 and 34, determine whether the sets...Ch. 4.4 - Prob. 39ECh. 4.4 - [M] Let H = Span{v1,v2, v3} and B ={v1,v2, v3}....Ch. 4.4 - [M] Exercises 37 and 38 concern the crystal...Ch. 4.4 - [M] Exercises 37 and 38 concern the crystal...Ch. 4.5 - Decide whether each statement is True or False,...Ch. 4.5 - Let H and K be subspaces of a vector space V. In...Ch. 4.5 - For each subspace in Exercises 1-8, (a) find a...Ch. 4.5 - For each subspace in Exercises 1-8, (a) find a...Ch. 4.5 - For each subspace in Exercises 1-8, (a) find a...Ch. 4.5 - For each subspace in Exercises 1-8, (a) find a...Ch. 4.5 - For each subspace in Exercises 1-8, (a) find a...Ch. 4.5 - For each subspace in Exercises 1-8, (a) find a...Ch. 4.5 - For each subspace in Exercises 1-8, (a) find a...Ch. 4.5 - For each subspace in Exercises 1-8, (a) find a...Ch. 4.5 - In Exercises 11 and 12, find the dimension of the...Ch. 4.5 - In Exercises 11 and 12, find the dimension of the...Ch. 4.5 - Determine the dimensions of Nul A and Col A for...Ch. 4.5 - Determine the dimensions of Nul A and Col A for...Ch. 4.5 - Determine the dimensions of Nul A and Col A for...Ch. 4.5 - Determine the dimensions of Nul A and Col A for...Ch. 4.5 - Determine the dimensions of Nul A, Col A, and Row...Ch. 4.5 - Determine the dimensions of Nul A and Col A for...Ch. 4.5 - In Exercises 17—26, V is a vector space and A is...Ch. 4.5 - Prob. 18ECh. 4.5 - Prob. 22ECh. 4.5 - Prob. 24ECh. 4.5 - Prob. 25ECh. 4.5 - Prob. 26ECh. 4.5 - The first four Hermite polynomials are 1, 2t, 2 +...Ch. 4.5 - The first four Laguerre polynomials are 1, 1 t, 2...Ch. 4.5 - Let B be the basis of 3 consisting of the Hermite...Ch. 4.5 - Let S be a subset of an n-dimensional vector space...Ch. 4.5 - Let H be an n-dimensional subspace of an...Ch. 4.5 - Prob. 36ECh. 4.6 - Let B = {b1, b2} and C = {c1, c2} be bases for a...Ch. 4.6 - Let B = {b1, b2} and C = {c1, c2} be bases for a...Ch. 4.6 - Let u = {u1, u2} and w = {w1, w2} be bases for V,...Ch. 4.6 - Let A = {a1, a2, a3} and D = {d1, d2, d3} be bases...Ch. 4.6 - Let A = {a1, a2, a3} and B = {b1, b2, b3} be bases...Ch. 4.6 - Let D = {d1, d2, d3} and F = {f1, f2, f3} be bases...Ch. 4.6 - In Exercises 7-10, let B = {b1, b2} and C = {c1,...Ch. 4.6 - In Exercises 7-10, let B = {b1, b2} and C = {c1,...Ch. 4.6 - In Exercises 7-10, let B = {b1, b2} and C = {c1,...Ch. 4.6 - In Exercises 7-10, let B = {b1, b2} and C = {c1,...Ch. 4.6 - In 2 find the change-of-coordinates matrix from...Ch. 4.6 - In 2 find the change-of-coordinates matrix from...Ch. 4.6 - Exercises 15 and 16 provide a proof of Theorem 15....Ch. 4.6 - Prob. 18ECh. 4.6 - Prob. 19ECh. 4.6 - [M] Let P=[121350461],v1=[223],v2=[852],v3=[726]...Ch. 4.6 - Let B = {b1, b2}, C = {c1, c2}, and D = {d1, d2}...Ch. 4.8 - Verify that the signals in Exercises 1 and 2 are...Ch. 4.8 - Prob. 2ECh. 4.8 - Prob. 3ECh. 4.8 - Show that the signals in Exercises 3-6 form a...Ch. 4.8 - Show that the signals in Exercises 3-6 form a...Ch. 4.8 - Show that the signals in Exercises 3-6 form a...Ch. 4.8 - Prob. 7ECh. 4.8 - Prob. 8ECh. 4.8 - Prob. 9ECh. 4.8 - Prob. 10ECh. 4.8 - Prob. 11ECh. 4.8 - Prob. 12ECh. 4.8 - In Exercises 13-16, find a basis for the solution...Ch. 4.8 - In Exercises 13-16, find a basis for the solution...Ch. 4.8 - In Exercises 13-16, find a basis for the solution...Ch. 4.8 - In Exercises 13-16, find a basis for the solution...Ch. 4.8 - Exercises 17 and 18 concern a simple model of the...Ch. 4.8 - Exercises 17 and 18 concern a simple model of the...Ch. 4.8 - Prob. 21ECh. 4.8 - A lightweight cantilevered beam is supported at N...Ch. 4.8 - Prob. 25ECh. 4.8 - Prob. 26ECh. 4.8 - Prob. 27ECh. 4.8 - Prob. 28ECh. 4.8 - Prob. 29ECh. 4.8 - Prob. 30ECh. 4.8 - Prob. 31ECh. 4.8 - Write the difference equations in Exercises 29 and...Ch. 4.8 - Prob. 33ECh. 4.8 - Prob. 34ECh. 4.8 - Let yk = k2 and zk = 2k|k|. Are the signals {yk}...Ch. 4 - Find a basis for the set of all vectors of the...Ch. 4 - Let u1=[246], u2=[125], b=[b1b2b3], and W =...Ch. 4 - Explain what is wrong with the following...Ch. 4 - Consider the polynomials p1(t) = 1 +t, p2(t) = 1 ...Ch. 4 - Prob. 24SECh. 4 - Prob. 25SECh. 4 - Prob. 26SECh. 4 - Let T : n m be a linear transformation. a. What...Ch. 4 - Prob. 28SECh. 4 - Let S be a finite minimal spanning set of a vector...Ch. 4 - Prob. 30SECh. 4 - Prob. 33SECh. 4 - The concept of rank plays an important role in the...Ch. 4 - Determine if the matrix pairs in Exercises 19-22...Ch. 4 - Determine if the matrix pairs in Exercises 19-22...Ch. 4 - Determine if the matrix pairs in Exercises 19-22...Ch. 4 - Prob. 40SE

Additional Math Textbook Solutions

Find more solutions based on key concepts
Shipping crates A square-based, box-shaped shipping crate is designed to have a volume of l6 ft3. The material ...

Calculus: Early Transcendentals (2nd Edition)

Twenty five people, consisting of 15 women and 10 men are lined up in a random order. Find the probability that...

A First Course in Probability (10th Edition)

Time Employed A human resources manager for a large company takes a random sample of 50 employees from the comp...

Introductory Statistics

Answer each of the following and explain your answer. a. How many lines can contain a particular segment? b. Ho...

A Problem Solving Approach To Mathematics For Elementary School Teachers (13th Edition)

Critical Thinking. For Exercises 5-20, watch out for these little buggers. Each of these exercises involves som...

Elementary Statistics (13th Edition)

4 3 = ; 8 2/3 = ; 3 2 = . (pp. A8-A9 and pp, A89-A91)

Precalculus

Knowledge Booster
Background pattern image
Algebra
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, algebra and related others by exploring similar questions and additional content below.
Similar questions
Recommended textbooks for you
Text book image
Linear Algebra: A Modern Introduction
Algebra
ISBN:9781285463247
Author:David Poole
Publisher:Cengage Learning
Text book image
Algebra & Trigonometry with Analytic Geometry
Algebra
ISBN:9781133382119
Author:Swokowski
Publisher:Cengage
Text book image
Elementary Linear Algebra (MindTap Course List)
Algebra
ISBN:9781305658004
Author:Ron Larson
Publisher:Cengage Learning
SEE MORE TEXTBOOKS
Vector Spaces | Definition & Examples; Author: Dr. Trefor Bazett;https://www.youtube.com/watch?v=72GtkP6nP_A;License: Standard YouTube License, CC-BY
Understanding Vector Spaces; Author: Professor Dave Explains;https://www.youtube.com/watch?v=EP2ghkO0lSk;License: Standard YouTube License, CC-BY