Is A^2 equivalent to AxA or all the elements of A are squared?

Click For Summary

Homework Help Overview

The discussion revolves around the properties of matrix operations, specifically focusing on whether raising a matrix to a power, such as A^2, is equivalent to multiplying the matrix by itself (AxA) or if it implies squaring each individual element of the matrix. The context includes exploring the validity of a specific matrix identity involving two matrices, A and B.

Discussion Character

  • Conceptual clarification, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants discuss the definition of A^2 in the context of matrix multiplication and whether it aligns with the multiplication of matrices. They also explore the implications of a matrix identity and question the commutative property of matrix multiplication in relation to the identity (A-B)(A+B) = A^2 - B^2.

Discussion Status

There is an ongoing exploration of the definitions and properties of matrix operations. Some participants affirm that A^2 is indeed equivalent to AxA, while others raise concerns about the validity of the matrix identity due to the non-commutative nature of matrix multiplication. The discussion reflects a mix of agreement and questioning of assumptions.

Contextual Notes

Participants are navigating the complexities of matrix multiplication, particularly the implications of commutativity and how it affects the validity of certain algebraic identities. There is also a mention of potential errors in reasoning regarding the cancellation of terms in matrix expressions.

mathmathmad
Messages
50
Reaction score
0

Homework Statement


I was just wondering if say A is a 2x2 matrix. Is A^2 equivalent to AxA or all the elements of A are squared?

Homework Equations


let A and B be 2x2 matrices. is the following true?
(A-B)(A+B) = A^2 - B^2


The Attempt at a Solution

 
Physics news on Phys.org


For 1: Raising a square matrix to a positive integer power is defined exactly as it is for numbers: a^2 is short-hand for the product of a with itself.

For 2: The rule (A-B)(A+B) = A^2 - B^2 is true for numbers because multiplication of reals is commutative. FOIL out the left side, and look for the spot where that property is used for real numbers in order to get to A^2 - B^2. Is the corresponding statement true for matrix multiplication?
 


does that mean A^2 = AxA?
erm.. yes?
 


Yes, A2=AxA
 


mathmathmad said:
does that mean A^2 = AxA?
erm.. yes?
Yes, A^2= A*A.

No, (A- B)(A+ B) is not equal to A^2- B^2. It is equal to A^2+ AB- BA- B^2 but the AB and BA do not cancel because matrix multiplication is not commutative.
 


ahh I see :)
I canceled out AB-BA ignoring the fact that matrix multiplication is not commutative
thanks!

then I suppose (A-I)(A^2 + A + I) = A^3 - I is true?

attempt : expand LHS

= A^3 + A^2 + A - IA^2 - IA - I^2
= A^3 + A^2 + A - A^2 - A - I
= A^3 - I (since I^2 would be I right?)
 
Last edited:

Similar threads

  • · Replies 18 ·
Replies
18
Views
3K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 25 ·
Replies
25
Views
4K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 7 ·
Replies
7
Views
1K
  • · Replies 7 ·
Replies
7
Views
3K
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
1K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K