‒‒‒‒TATIAHN ? ? ? ? ? Are the following statements true or false for a square matrix A? 1. A matrix A is singular if and only if 0 is an eigenvalue of A. 2. An n x n matrix A is diagonalizable if A has n linearly independent eigenvectors. 3. Finding an eigenvector of A might be difficult, but checking whether a given vector is in fact an eigenvector is easy. 4. If A is invertible, then A is diagonalizable. 5. The sum of two eigenvectors of a matrix is always an eigenvector.

Linear Algebra: A Modern Introduction
4th Edition
ISBN:9781285463247
Author:David Poole
Publisher:David Poole
Chapter3: Matrices
Section: Chapter Questions
Problem 17RQ
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Are the following statements true or false for a square matrix A?
1. A matrix A is singular if and only if 0 is an eigenvalue of A.
2. An n x n matrix A is diagonalizable if A has n linearly independent eigenvectors.
3. Finding an eigenvector of A might be difficult, but checking whether a given vector is in fact an eigenvector is easy.
4. If A is invertible, then A is diagonalizable.
5. The sum of two eigenvectors of a matrix is always an eigenvector.
Transcribed Image Text:? ? ? ? ? Are the following statements true or false for a square matrix A? 1. A matrix A is singular if and only if 0 is an eigenvalue of A. 2. An n x n matrix A is diagonalizable if A has n linearly independent eigenvectors. 3. Finding an eigenvector of A might be difficult, but checking whether a given vector is in fact an eigenvector is easy. 4. If A is invertible, then A is diagonalizable. 5. The sum of two eigenvectors of a matrix is always an eigenvector.
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