Elementary Linear Algebra
8th Edition
ISBN: 9780357156100
Author: Ron Larson
Publisher: Cengage Limited
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Textbook Question
Chapter 2.3, Problem 66E
Proof Prove that if
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Check out a sample textbook solutionStudents have asked these similar questions
Let
2
A =
4
3
-4
0
1
(a) Show that v =
eigenvalue.
()
is an eigenvector of A and find the corresponding
(b) Find the characteristic polynomial of A and factorise it. Hint: the answer to (a)
may be useful.
(c) Determine all eigenvalues of A and find bases for the corresponding eigenspaces.
(d) Find an invertible matrix P and a diagonal matrix D such that P-¹AP = D.
(c) Let
6
0 0
A =
-10 4 8
5 1 2
(i) Find the characteristic polynomial of A and factorise it.
(ii) Determine all eigenvalues of A and find bases for the corresponding
eigenspaces.
(iii) Is A diagonalisable? Give reasons for your answer.
most 2, and let
Let P2 denote the vector space of polynomials of degree at
D: P2➡ P2
be the transformation that sends a polynomial p(t) = at² + bt+c in P2 to its derivative
p'(t)
2at+b, that is,
D(p) = p'.
(a) Prove that D is a linear transformation.
(b) Find a basis for the kernel ker(D) of the linear transformation D and compute its
nullity.
(c) Find a basis for the image im(D) of the linear transformation D and compute its
rank.
(d) Verify that the Rank-Nullity Theorem holds for the linear transformation D.
(e) Find the matrix representation of D in the standard basis (1,t, t2) of P2.
Chapter 2 Solutions
Elementary Linear Algebra
Ch. 2.1 - Equality of Matrices In Exercises 1-4, find x and...Ch. 2.1 - Equality of Matrices In Exercises 1-4, find x and...Ch. 2.1 - Equality of Matrices In Exercises 1-4, find x and...Ch. 2.1 - Equality of Matrices In Exercises 1-4, find x and...Ch. 2.1 - Operations with Matrices In Exercises 5-10, find,...Ch. 2.1 - Operations with Matrices In Exercises 5-10, find,...Ch. 2.1 - Operations with Matrices In Exercises 5-10, find,...Ch. 2.1 - Operations with Matrices In Exercises 5-10, find,...Ch. 2.1 - Operations with Matrices In Exercises 5-10, find,...Ch. 2.1 - Operations with Matrices In Exercises 5-10, find,...
Ch. 2.1 - Find a c21 and b c13, where C=2A-3B, A=544-312,...Ch. 2.1 - Find a c23 and b c32, where C=5A+2B,...Ch. 2.1 - Solve for x,y and z in the matrix equation...Ch. 2.1 - Solve for x,y,z and w in the matrix equation...Ch. 2.1 - Prob. 15ECh. 2.1 - Prob. 16ECh. 2.1 - Finding Products of Two Matrices In Exercises...Ch. 2.1 - Finding Products of Two Matrices In Exercises...Ch. 2.1 - Finding Products of Two Matrices In Exercises...Ch. 2.1 - Finding Products of Two Matrices In Exercises...Ch. 2.1 - Prob. 21ECh. 2.1 - Prob. 22ECh. 2.1 - Prob. 23ECh. 2.1 - Prob. 24ECh. 2.1 - Prob. 25ECh. 2.1 - Prob. 26ECh. 2.1 - Prob. 27ECh. 2.1 - Prob. 28ECh. 2.1 - Matrix Size In Exercises 29-36, let A,B,C,D,andE...Ch. 2.1 - Matrix Size In Exercises 29-36, let A,B,C,D,andE...Ch. 2.1 - Prob. 31ECh. 2.1 - Prob. 32ECh. 2.1 - Matrix Size In Exercises 29-36, let A,B,C,D,andE...Ch. 2.1 - Matrix Size In Exercises 29-36, let A,B,C,D,andE...Ch. 2.1 - Matrix Size In Exercises 29-36, let A,B,C,D,andE...Ch. 2.1 - Matrix Size In Exercises 29-36, let A,B,C,D,andE...Ch. 2.1 - Solving a Matrix Equation In Exercises 37 and 38,...Ch. 2.1 - Solving a Matrix Equation In Exercises 37 and 38,...Ch. 2.1 - Prob. 39ECh. 2.1 - Solving a System of Linear Equations In Exercises...Ch. 2.1 - Solving a System of Linear Equations In Exercises...Ch. 2.1 - Prob. 42ECh. 2.1 - Solving a System of Linear Equations In Exercises...Ch. 2.1 - Solving a System of Linear Equations In Exercises...Ch. 2.1 - Prob. 45ECh. 2.1 - Solving a System of Linear Equations In Exercises...Ch. 2.1 - Prob. 47ECh. 2.1 - Prob. 48ECh. 2.1 - Writing a Linear Combination In Exercises 49-52,...Ch. 2.1 - Writing a Linear Combination In Exercises 49-52,...Ch. 2.1 - Writing a Linear Combination In Exercises 49-52,...Ch. 2.1 - Prob. 52ECh. 2.1 - Solving a Matrix Equation In Exercises 53 and 54,...Ch. 2.1 - Solving a Matrix Equation In Exercises 53 and 54,...Ch. 2.1 - Solving a Matrix Equation In Exercises 55 and 56,...Ch. 2.1 - Solving a Matrix Equation In Exercises 55 and 56,...Ch. 2.1 - Prob. 57ECh. 2.1 - Prob. 58ECh. 2.1 - Finding Product of Diagonal Matrices In Exercises...Ch. 2.1 - Finding Product of Diagonal Matrices In Exercises...Ch. 2.1 - Guide Proof Prove that if A and B are diagonal...Ch. 2.1 - Prob. 62ECh. 2.1 - Trace of a matrix In Exercises 63-66, find the...Ch. 2.1 - Trace of a matrix In Exercises 63-66, find the...Ch. 2.1 - Prob. 65ECh. 2.1 - Prob. 66ECh. 2.1 - Proof Prove that each statement is true when A and...Ch. 2.1 - Proof Prove that if A and B are square matrices of...Ch. 2.1 - Find conditions on w,x,y,andz such that AB=BA for...Ch. 2.1 - Prob. 70ECh. 2.1 - Prob. 71ECh. 2.1 - Show that no 22 matrices A and B exist that...Ch. 2.1 - Prob. 73ECh. 2.1 - Prob. 74ECh. 2.1 - Prob. 75ECh. 2.1 - Prob. 76ECh. 2.1 - Prob. 77ECh. 2.1 - Prob. 78ECh. 2.1 - Agriculture A fruit grower raises two crops,...Ch. 2.1 - Prob. 80ECh. 2.1 - Prob. 81ECh. 2.1 - Prob. 82ECh. 2.1 - Prob. 83ECh. 2.1 - Prob. 84ECh. 2.1 - True or False? In Exercises 85 and 86, determine...Ch. 2.1 - True or False In Exercises 85 and 86, determine...Ch. 2.1 - Prob. 87ECh. 2.2 - Evaluating an Expression In Exercise 1-6, evaluate...Ch. 2.2 - Evaluating an Expression In Exercise 1-6, evaluate...Ch. 2.2 - Prob. 3ECh. 2.2 - Prob. 4ECh. 2.2 - Prob. 5ECh. 2.2 - Evaluating an Expression In Exercise 1-6, evaluate...Ch. 2.2 - Prob. 7ECh. 2.2 - Prob. 8ECh. 2.2 - Operations with Matrices In Exercises 7-12,...Ch. 2.2 - Prob. 10ECh. 2.2 - Operations with Matrices In Exercises 7-12,...Ch. 2.2 - Prob. 12ECh. 2.2 - Solve for X in the Equation, given A=-401-532 and...Ch. 2.2 - Solve for X in the Equation, given A=-2-1103-4 and...Ch. 2.2 - Operations with Matrices In Exercises 15-22,...Ch. 2.2 - Prob. 16ECh. 2.2 - Operations with Matrices In Exercises 15-22,...Ch. 2.2 - Prob. 18ECh. 2.2 - Operations with Matrices In Exercises 15-22,...Ch. 2.2 - Prob. 20ECh. 2.2 - Prob. 21ECh. 2.2 - Operations with Matrices In Exercises 15-22,...Ch. 2.2 - Associativity of Matrix Multiplication In...Ch. 2.2 - Prob. 24ECh. 2.2 - Noncommutativity of Matrix Multiplication In...Ch. 2.2 - Noncommutativity of Matrix Multiplication In...Ch. 2.2 - Prob. 27ECh. 2.2 - Equal Matrix Products In Exercises 27 and 28, show...Ch. 2.2 - Zero Matrix Product In Exercises 29 and 30, show...Ch. 2.2 - Zero Matrix Product In Exercises 29 and 30, show...Ch. 2.2 - Prob. 31ECh. 2.2 - Prob. 32ECh. 2.2 - Prob. 33ECh. 2.2 - Operations with Matrices In Exercises 31-36,...Ch. 2.2 - Operations with Matrices In Exercises 31-36,...Ch. 2.2 - Prob. 36ECh. 2.2 - Writing In Exercises 37 and 38, explain why the...Ch. 2.2 - Prob. 38ECh. 2.2 - Finding the Transpose of a Matrix In Exercises 39...Ch. 2.2 - Finding the Transpose of a Matrix In Exercises 39...Ch. 2.2 - Finding the Transpose of a product of Two Matrices...Ch. 2.2 - Finding the Transpose of a product of Two Matrices...Ch. 2.2 - Finding the Transpose of a product of Two Matrices...Ch. 2.2 - Finding the Transpose of a product of Two Matrices...Ch. 2.2 - Multiplication with the Transpose of a Matrix In...Ch. 2.2 - 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Prob. 73ECh. 2.2 - Prob. 74ECh. 2.2 - Proof Prove that the main diagonal of a...Ch. 2.2 - Proof Prove that if A and B are nn skew-symmetric...Ch. 2.2 - Proof Let A be a square matrix of order n. a Show...Ch. 2.2 - Proof Prove that if A is an nn matrix, then A-AT...Ch. 2.2 - Prob. 79ECh. 2.3 - The Inverse of a Matrix In Exercises 1-6, show...Ch. 2.3 - Prob. 2ECh. 2.3 - Prob. 3ECh. 2.3 - The Inverse of a Matrix In Exercises 1-6, show...Ch. 2.3 - The Inverse of a Matrix In Exercises 1-6, show...Ch. 2.3 - Prob. 6ECh. 2.3 - Finding the Inverse of a Matrix In Exercises 7-30,...Ch. 2.3 - Prob. 8ECh. 2.3 - Finding the Inverse of a Matrix In Exercises 7-30,...Ch. 2.3 - Prob. 10ECh. 2.3 - Prob. 11ECh. 2.3 - Prob. 12ECh. 2.3 - Finding the Inverse of a Matrix In Exercises 7-30,...Ch. 2.3 - Finding the Inverse of a Matrix In Exercises 7-30,...Ch. 2.3 - Prob. 15ECh. 2.3 - Prob. 16ECh. 2.3 - Prob. 17ECh. 2.3 - Prob. 18ECh. 2.3 - Finding the Inverse of a Matrix In Exercises 7-30,...Ch. 2.3 - Finding the Inverse of a Matrix In Exercises 7-30,...Ch. 2.3 - Finding the Inverse of a Matrix In Exercises 7-30,...Ch. 2.3 - Finding the Inverse of a Matrix In Exercises 7-30,...Ch. 2.3 - Finding the Inverse of a Matrix In Exercises 7-30,...Ch. 2.3 - Prob. 24ECh. 2.3 - Prob. 25ECh. 2.3 - Prob. 26ECh. 2.3 - Prob. 27ECh. 2.3 - Finding the Inverse of a Matrix In Exercises 7-30,...Ch. 2.3 - Prob. 29ECh. 2.3 - Prob. 30ECh. 2.3 - Finding the Inverse of a 22 Matrix In Exercises...Ch. 2.3 - Finding the Inverse of a 22 Matrix In Exercises...Ch. 2.3 - Prob. 33ECh. 2.3 - Finding the Inverse of a 22 Matrix In Exercises...Ch. 2.3 - Finding the Inverse of a 22 Matrix In Exercises...Ch. 2.3 - Finding the Inverse of a 22 Matrix In Exercises...Ch. 2.3 - Prob. 37ECh. 2.3 - Prob. 38ECh. 2.3 - Finding the Inverse of the Square of a Matrix In...Ch. 2.3 - Finding the Inverse of the Square of a Matrix In...Ch. 2.3 - Finding the Inverses of Products and Transposes In...Ch. 2.3 - Finding the Inverses of Products and Transposes In...Ch. 2.3 - Finding the Inverses of Products and Transposes In...Ch. 2.3 - Prob. 44ECh. 2.3 - Solving a System of Equations Using an Inverse In...Ch. 2.3 - Prob. 46ECh. 2.3 - Solving a System of Equations Using an Inverse In...Ch. 2.3 - Solving a System of Equations Using an Inverse In...Ch. 2.3 - Prob. 49ECh. 2.3 - Prob. 50ECh. 2.3 - Prob. 51ECh. 2.3 - Prob. 52ECh. 2.3 - Matrix Equal to Its Own Inverse In Exercises 53...Ch. 2.3 - Matrix Equal to Its Own Inverse In Exercises 53...Ch. 2.3 - Singular Matrix In Exercises 55 and 56, find x...Ch. 2.3 - Singular Matrix In Exercises 55 and 56, find x...Ch. 2.3 - Prob. 57ECh. 2.3 - Prob. 58ECh. 2.3 - Prob. 59ECh. 2.3 - Prob. 60ECh. 2.3 - Prob. 61ECh. 2.3 - Prob. 62ECh. 2.3 - Prob. 63ECh. 2.3 - Prob. 64ECh. 2.3 - Prob. 65ECh. 2.3 - Proof Prove that if A2=A, then I-2A=I-2A-1.Ch. 2.3 - Guided Proof Prove that the inverse of a symmetric...Ch. 2.3 - Prob. 68ECh. 2.3 - Prob. 69ECh. 2.3 - Prob. 70ECh. 2.3 - Prob. 71ECh. 2.3 - True or False ? 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In Exercises 41 and 42, determine...Ch. 2.4 - True or False? In Exercises 41 and 42, determine...Ch. 2.4 - Finding an LU-Factorization of a Matrix In...Ch. 2.4 - Prob. 44ECh. 2.4 - Finding an LU-Factorization of a Matrix In...Ch. 2.4 - Finding an LU-Factorization of a Matrix In...Ch. 2.4 - Solving a Linear System Using LU-Factorization In...Ch. 2.4 - Prob. 48ECh. 2.4 - Idempotent Matrices In Exercises 49-52, determine...Ch. 2.4 - Idempotent Matrices In Exercises 49-52, determine...Ch. 2.4 - Idempotent Matrices In Exercises 49-52, determine...Ch. 2.4 - Idempotent Matrices In Exercises 49-52, determine...Ch. 2.4 - Prob. 53ECh. 2.4 - Guided Proof Prove that A is idempotent if and...Ch. 2.4 - Proof Prove that if A is an nn matrix that is...Ch. 2.4 - Proof Prove that if A and B are idempotent and...Ch. 2.4 - Guided Proof Prove that if A is row-equivalent to...Ch. 2.4 - Proof Prove that if A is row-equivalent to B, then...Ch. 2.4 - Proof Let A be a nonsingular matrix. Prove that if...Ch. 2.4 - CAPSTONE a Explain how to find an elementary...Ch. 2.4 - Show that the matrix below does not have an LU...Ch. 2.5 - Stochastic Matrices In Exercise 1-6, determine...Ch. 2.5 - Prob. 2ECh. 2.5 - Prob. 3ECh. 2.5 - Stochastic Matrices In Exercise 1-6, determine...Ch. 2.5 - Prob. 5ECh. 2.5 - Prob. 6ECh. 2.5 - Airplane Allocation An airline has 30 airplane in...Ch. 2.5 - Chemistry In a chemistry experiment, a test tube...Ch. 2.5 - Finding State Matrices In exercises 9 and 10, use...Ch. 2.5 - Finding State Matrices In exercises 9 and 10, use...Ch. 2.5 - Purchase of a product The market research...Ch. 2.5 - Spread of a Virus A medical researcher is studying...Ch. 2.5 - Prob. 13ECh. 2.5 - Prob. 14ECh. 2.5 - Smokers and Non smokers In a population of 10,000,...Ch. 2.5 - Consumer Preference In a population of 100,000...Ch. 2.5 - Regular and Steady State Matrices In Exercises...Ch. 2.5 - Prob. 18ECh. 2.5 - Regular and Steady State Matrices In Exercises...Ch. 2.5 - Prob. 20ECh. 2.5 - Regular and Steady State Matrices In Exercises...Ch. 2.5 - Regular and Steady State Matrices In Exercises...Ch. 2.5 - Prob. 23ECh. 2.5 - Prob. 24ECh. 2.5 - Regular and Steady State Matrices In Exercises...Ch. 2.5 - Prob. 26ECh. 2.5 - Prob. 27ECh. 2.5 - Prob. 28ECh. 2.5 - Regular and Steady State Matrices In Exercises...Ch. 2.5 - Prob. 30ECh. 2.5 - Prob. 31ECh. 2.5 - Find the steady state matrix for each stochastic...Ch. 2.5 - Prob. 33ECh. 2.5 - Prob. 34ECh. 2.5 - Stock Sales and Purchases Eight hundred fifty...Ch. 2.5 - Customer Preference Two movie theatres that show...Ch. 2.5 - Absorbing Markov Chains In Exercises 3740,...Ch. 2.5 - Absorbing Markov Chains In Exercises 3740,...Ch. 2.5 - Absorbing Markov Chains In Exercises 3740,...Ch. 2.5 - Prob. 40ECh. 2.5 - Prob. 41ECh. 2.5 - Prob. 42ECh. 2.5 - Prob. 43ECh. 2.5 - Prob. 44ECh. 2.5 - Epidemic Model In a population of 200,000 people,...Ch. 2.5 - Chess Tournament Two people are engaged in a chess...Ch. 2.5 - Explain how you can determine the steady state...Ch. 2.5 - CAPSTONE Explain how to find the nth state matrix...Ch. 2.5 - Consider the Markov chain whose matrix of...Ch. 2.5 - Markov Chain with Reflecting Boundaries The figure...Ch. 2.5 - Prob. 51ECh. 2.5 - Prob. 52ECh. 2.5 - Prob. 53ECh. 2.5 - Prob. 54ECh. 2.5 - Prob. 55ECh. 2.5 - Proof Prove that when P is a regular stochastic...Ch. 2.6 - Encoding a Message In Exercises 1 and 2, write the...Ch. 2.6 - Prob. 2ECh. 2.6 - Prob. 3ECh. 2.6 - Decoding a Message In Exercises 3-6, use A-1to...Ch. 2.6 - Prob. 5ECh. 2.6 - Prob. 6ECh. 2.6 - Prob. 7ECh. 2.6 - Prob. 8ECh. 2.6 - Decoding a Message Use a software or a graphing...Ch. 2.6 - Decoding a Message A code breaker intercepted the...Ch. 2.6 - Prob. 11ECh. 2.6 - Prob. 12ECh. 2.6 - Solving for the Output Matrix A small community...Ch. 2.6 - Prob. 14ECh. 2.6 - Prob. 15ECh. 2.6 - Prob. 16ECh. 2.6 - Prob. 17ECh. 2.6 - Prob. 18ECh. 2.6 - Prob. 19ECh. 2.6 - Prob. 20ECh. 2.6 - Prob. 21ECh. 2.6 - Prob. 22ECh. 2.6 - Prob. 23ECh. 2.6 - Prob. 24ECh. 2.6 - Prob. 25ECh. 2.6 - Prob. 26ECh. 2.6 - Demand A hardware retailer wants to know the...Ch. 2.6 - Prob. 28ECh. 2.6 - Prob. 29ECh. 2.6 - Prob. 30ECh. 2.6 - Prob. 31ECh. 2.CR - Prob. 1CRCh. 2.CR - Operation with Matrices In Exercise 1-6, perform...Ch. 2.CR - Prob. 3CRCh. 2.CR - Prob. 4CRCh. 2.CR - Prob. 5CRCh. 2.CR - Prob. 6CRCh. 2.CR - Prob. 7CRCh. 2.CR - Prob. 8CRCh. 2.CR - Prob. 9CRCh. 2.CR - Prob. 10CRCh. 2.CR - Prob. 11CRCh. 2.CR - Prob. 12CRCh. 2.CR - Prob. 13CRCh. 2.CR - Prob. 14CRCh. 2.CR - Prob. 15CRCh. 2.CR - Prob. 16CRCh. 2.CR - Prob. 17CRCh. 2.CR - Prob. 18CRCh. 2.CR - Prob. 19CRCh. 2.CR - Prob. 20CRCh. 2.CR - Prob. 21CRCh. 2.CR - Prob. 22CRCh. 2.CR - Prob. 23CRCh. 2.CR - Prob. 24CRCh. 2.CR - Prob. 25CRCh. 2.CR - Prob. 26CRCh. 2.CR - Prob. 27CRCh. 2.CR - Prob. 28CRCh. 2.CR - Nonsingular Matrix In Exercises 29 and 30, find x...Ch. 2.CR - Nonsingular Matrix In Exercises 29 and 30, find x...Ch. 2.CR - Prob. 31CRCh. 2.CR - Prob. 32CRCh. 2.CR - Finding a Sequence of Elementary Matrix In...Ch. 2.CR - Prob. 34CRCh. 2.CR - Prob. 35CRCh. 2.CR - Finding a Sequence of Elementary Matrix In...Ch. 2.CR - Prob. 37CRCh. 2.CR - Prob. 38CRCh. 2.CR - Prob. 39CRCh. 2.CR - Prob. 40CRCh. 2.CR - Consider the matrices below....Ch. 2.CR - Prob. 42CRCh. 2.CR - Prob. 43CRCh. 2.CR - Prob. 44CRCh. 2.CR - Prob. 45CRCh. 2.CR - Prob. 46CRCh. 2.CR - Solving a Linear System Using LU-Factorization In...Ch. 2.CR - Prob. 48CRCh. 2.CR - Manufacturing A company manufactures tables and...Ch. 2.CR - Prob. 50CRCh. 2.CR - Gasoline Sales Matrix A shows the numbers of...Ch. 2.CR - Prob. 52CRCh. 2.CR - Prob. 53CRCh. 2.CR - Prob. 54CRCh. 2.CR - Prob. 55CRCh. 2.CR - Prob. 56CRCh. 2.CR - Prob. 57CRCh. 2.CR - Prob. 58CRCh. 2.CR - Finding State Matrices In Exercises 5962, use the...Ch. 2.CR - Prob. 60CRCh. 2.CR - Prob. 61CRCh. 2.CR - Prob. 62CRCh. 2.CR - Prob. 63CRCh. 2.CR - Prob. 64CRCh. 2.CR - Prob. 65CRCh. 2.CR - Regular and Steady State Matrix In Exercises 6568,...Ch. 2.CR - Regular and Steady State Matrix In Exercises 6568,...Ch. 2.CR - Prob. 68CRCh. 2.CR - Prob. 69CRCh. 2.CR - Classified Documents A courtroom has 2000...Ch. 2.CR - Prob. 71CRCh. 2.CR - Prob. 72CRCh. 2.CR - True or False? In Exercises 7376, determine...Ch. 2.CR - Prob. 74CRCh. 2.CR - Prob. 75CRCh. 2.CR - Prob. 76CRCh. 2.CR - Encoding a Message In Exercises 77and 78, write...Ch. 2.CR - Encoding a Message In Exercises 77and 78, write...Ch. 2.CR - Decoding a Message In Exercises 79-82, use A1 to...Ch. 2.CR - Decoding a Message In Exercises 79-82, use A1 to...Ch. 2.CR - Decoding a Message In Exercises 79-82, use A1 to...Ch. 2.CR - Prob. 82CRCh. 2.CR - Industrial System An industrial system has two...Ch. 2.CR - Prob. 84CRCh. 2.CR - Prob. 85CRCh. 2.CR - Prob. 86CRCh. 2.CR - Prob. 87CRCh. 2.CR - Prob. 88CRCh. 2.CR - Cellular Phone Subscribers The table shows the...Ch. 2.CR - Prob. 90CR
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- In a volatile housing market, the overall value of a home can be modeled by V(x) = 415x² - 4600x + 200000, where V represents the value of the home and x represents each year after 2020. Part A: Find the vertex of V(x). Show all work. Part B: Interpret what the vertex means in terms of the value of the home.arrow_forwardShow all work to solve 3x² + 5x - 2 = 0.arrow_forwardTwo functions are given below: f(x) and h(x). State the axis of symmetry for each function and explain how to find it. f(x) h(x) 21 5 4+ 3 f(x) = −2(x − 4)² +2 + -5 -4-3-2-1 1 2 3 4 5 -1 -2 -3 5arrow_forward
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