Proving Simple Linear Algebra Statement: A^2 = A implies A is either 0 or I

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Homework Help Overview

The discussion revolves around a linear algebra statement concerning a matrix A, specifically the condition A^2 = A and its implications regarding the nature of A, whether it must be the zero matrix or the identity matrix.

Discussion Character

  • Exploratory, Assumption checking, Conceptual clarification

Approaches and Questions Raised

  • Participants explore various approaches to prove the statement, including multiplying both sides of the equation and considering the determinant. There are questions about the validity of certain assumptions and the possibility of counterexamples.

Discussion Status

The discussion is active, with participants offering different methods and questioning the assumptions involved. Some guidance has been provided regarding the implications of the equation A^2 - A = 0, while others have raised concerns about the validity of the conclusion drawn from this equation.

Contextual Notes

Participants note that the exercise is presented before the concept of determinants is introduced, which influences the approaches being considered. There is also mention of the possibility of counterexamples that challenge the initial assumptions.

CuppoJava
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Homework Statement


Prove that given a matrix A, and A^2 = A, then A must be either the zero matrix or the identity matrix.

The Attempt at a Solution


By multiplying both sides by A, you can deduce that A = A^2 = A^3 = A^4 ...
From there I think it's obvious that A must be either 0 or I, but I don't know how to start proving it formally.

Thanks very much for your help
-Patrick
 
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Try taking the determinant of A
 
Is there a way to prove it without using the determinant. This exercise is given before determinants are introduced.

Thanks
-Patrick
 
If A^2= A, then A^2- A= A(A- I)= 0.

However, you have to be careful here. With matrices it is NOT true that "if AB= 0 then either A= 0 or B= 0".
 
Is that true? What about A = [1,0;0,0]? This is not zero or I but A^2 = A
 
Ah. I didn't spot that buzzmath. Thank you. The question actually does say either prove or find a counterexample. I was just too sure that it was true.

Thanks
-Patrick
 

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