Explain why the columns of an nxn matrix A are linearly independent when A is invertible. Choose the correct answer below. O A. If A is invertible, then the equation Ax = 0 has the unique solution x = 0. Since Ax = 0 has only the trivial solution, the columns of A must be linearly independent O B. IfA is invertible, then for all x there is ab such that Ax = b. Since x = 0 is a solution of Ax = 0, the columns of A must linearly independent. O C. If A is invertible, then A has an inverse matrix A1. Since AA-1 =A-'A, A must have linearly independent columns. O D. If A is invertible, then A has an inverse matrix A-1. Since AA-1 =I, A must have linearly independent columns.

Advanced Engineering Mathematics
10th Edition
ISBN:9780470458365
Author:Erwin Kreyszig
Publisher:Erwin Kreyszig
Chapter2: Second-order Linear Odes
Section: Chapter Questions
Problem 1RQ
icon
Related questions
Question
Explain why the columns of annxn matrix A are linearly independent when A is invertible.
Choose the correct answer below.
O A. If A is invertible, then the equation Ax = 0 has the unique solution x = 0. Since Ax = 0 has only the trivial solution, the columns of A must be linearly independent.
O B. If A is invertible, then for all x there is ab such that Ax = b. Since x = 0 is a solution of Ax = 0, the columns of A must be linearly independent.
O C. If A is invertible, then A has an inverse matrix A1. Since AA
'=AA, A must have linearly independent columns.
O D. If A is invertible, then A has an inverse matrix A. Since AA=I, A must have linearly independent columns.
Transcribed Image Text:Explain why the columns of annxn matrix A are linearly independent when A is invertible. Choose the correct answer below. O A. If A is invertible, then the equation Ax = 0 has the unique solution x = 0. Since Ax = 0 has only the trivial solution, the columns of A must be linearly independent. O B. If A is invertible, then for all x there is ab such that Ax = b. Since x = 0 is a solution of Ax = 0, the columns of A must be linearly independent. O C. If A is invertible, then A has an inverse matrix A1. Since AA '=AA, A must have linearly independent columns. O D. If A is invertible, then A has an inverse matrix A. Since AA=I, A must have linearly independent columns.
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 2 steps

Blurred answer
Knowledge Booster
Determinant
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, advanced-math and related others by exploring similar questions and additional content below.
Recommended textbooks for you
Advanced Engineering Mathematics
Advanced Engineering Mathematics
Advanced Math
ISBN:
9780470458365
Author:
Erwin Kreyszig
Publisher:
Wiley, John & Sons, Incorporated
Numerical Methods for Engineers
Numerical Methods for Engineers
Advanced Math
ISBN:
9780073397924
Author:
Steven C. Chapra Dr., Raymond P. Canale
Publisher:
McGraw-Hill Education
Introductory Mathematics for Engineering Applicat…
Introductory Mathematics for Engineering Applicat…
Advanced Math
ISBN:
9781118141809
Author:
Nathan Klingbeil
Publisher:
WILEY
Mathematics For Machine Technology
Mathematics For Machine Technology
Advanced Math
ISBN:
9781337798310
Author:
Peterson, John.
Publisher:
Cengage Learning,
Basic Technical Mathematics
Basic Technical Mathematics
Advanced Math
ISBN:
9780134437705
Author:
Washington
Publisher:
PEARSON
Topology
Topology
Advanced Math
ISBN:
9780134689517
Author:
Munkres, James R.
Publisher:
Pearson,