Algebraic Properties of Matrix Operations

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SUMMARY

The discussion centers on the algebraic properties of matrix operations, specifically addressing a flawed proof that concludes A = B for (2x2) matrices A and B under the condition A^2 = AB. The proof incorrectly assumes that A(A - B) = O implies A - B = O, neglecting the possibility of non-zero matrices D and E such that DE = 0. The participants explore the implications of this flaw by attempting to find examples of such matrices.

PREREQUISITES
  • Understanding of matrix multiplication and properties
  • Familiarity with the concept of the zero matrix
  • Knowledge of factoring in algebraic expressions
  • Basic linear algebra concepts, particularly related to (2x2) matrices
NEXT STEPS
  • Research the concept of non-trivial zero products in matrix algebra
  • Explore examples of (2x2) matrices that satisfy DE = 0 without being zero matrices
  • Study the implications of the rank-nullity theorem in linear algebra
  • Learn about the properties of determinants in relation to matrix equations
USEFUL FOR

Students studying linear algebra, mathematics educators, and anyone interested in the properties of matrix operations and their implications in proofs.

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1. Homework Statement

Let A and B be (2x2) matrices such that A^2 = AB and A does not equal the zero matrix O. Find the flaw in the following proof that A = B:

Since A^2 = AB, A^2 - AB = the zero matrix O
Factoring yields A(A-B) = O
Since A does not equal O, it follows that A - B = O.
Therefore, A = B.



3. The Attempt at a Solution

I tried setting up two matrices A and B where A = [ a b, c d] and B = [ e f, g h] and following through on the steps of the proof to see if each of the statements was true. However, I kept finding that they were all true.

Please help.
Thanks.
 
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Can you find two 2x2 matrices D and E such that DE=0 and neither D nor E is 0? That would be a flaw, wouldn't it?
 

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