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Question

Linear Algebra Question on Matrices

Let PM4(R)P \in \mathbb{M}_4 (\mathbb{R}) be such that P4P^4 is the zero matrix, but P3P^3 is a nonzero matrix. Then which one of the following is FALSE?

A

For every nonzero vector vR4v \in \mathbb{R}^4, the subset v,Pv,P2v,P3v\\{v, Pv, P^2v, P^3v\\} of the real vector space R4\mathbb{R}^4 is linearly independent.

B

The rank of PkP^k is 4k4 - k for every k1,2,3,4k \in \\{1,2,3,4\\}.

C

0 is an eigenvalue of PP.

D

If QM4(R)Q \in \mathbb{M}_4 (\mathbb{R}) is such that Q4Q^4 is the zero matrix, but Q3Q^3 is a nonzero matrix, then there exists a nonsingular matrix SM4(R)S \in \mathbb{M}_4 (\mathbb{R}) such that S1QS=PS^{-1}QS = P.

Answer

For every nonzero vector vR4v \in \mathbb{R}^4, the subset v,Pv,P2v,P3v\\{v, Pv, P^2v, P^3v\\} of the real vector space R4\mathbb{R}^4 is linearly independent.

Explanation

Solution

The correct option is (A): For every nonzero vector vR4v \in \mathbb{R}^4, the subset v,Pv,P2v,P3v\\{v, Pv, P^2v, P^3v\\} of the real vector space R4\mathbb{R}^4 is linearly independent.