Solving an equation including matrices

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Homework Help Overview

The discussion revolves around a matrix equation of the form ABA + BAB = 2I, where A and B are square matrices and I is the identity matrix. The original poster seeks to express B as a function of A, particularly when A is close to the identity matrix.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • The original poster attempts to manipulate the equation by substituting A with I + H, leading to a simplified expression involving B. They express uncertainty about the next steps and seek clarification on matrix operations.
  • Some participants suggest considering simpler matrix equations, such as X² = A, to explore potential methods for solving the original problem.
  • Others express curiosity about the implications of square matrices and the existence of solutions, while also seeking resources for further reading on matrix equations.

Discussion Status

The discussion is ongoing, with participants exploring various approaches to the problem. Some guidance has been offered regarding simpler equations, but there is no consensus on how to proceed with the original equation. The conversation reflects a mix of attempts to clarify concepts and share insights.

Contextual Notes

The original poster notes a lack of experience with matrix equations, which may influence their understanding of the problem. There is also a mention of a desire for resources that focus on symbolic handling of matrix equations rather than numerical methods.

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Homework Statement



Okay. So I have an equation:

ABA + BAB = 2I

where A and B are square nxn-matrices and I is the identity matrix. From this, I am supposed to find a way to express B as a function of A (given that A is close to I). So B = F(A), and it is also given that F(I) = I.

Homework Equations



The Attempt at a Solution



I just haven't ever come across an equation where there are matrices involved (apart from Ax = B...), and it doesn't really get me anywhere when I try multiplying with A or B's inverse from left, right or center.

The only thing I can think of is that since A is supposed to be close to I, maybe I can say that A = I + H. When inserting this on the left side of the equation, I get B + B^2 + {a couple of terms with H in them so I ignore them, assuming that they are small}. But I'm not sure where to go from B + B^2 = 2I either. A is gone, so now I can't find a function that depends on A, so it seems like I'm on the wrong track...

Help, please? I just want to know what you can and can't do when it comes to matrices in equations, since I've never seen an example of how you solve things like this! Thanks!
 
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Your matrix equation is quadratic in [itex]B[/itex] due to the term [itex]B A B[/itex]. How would you solve a simpler equation:

[tex] X^{2} = A[/tex]

where [itex]A[/itex] is a square matrix?
 
Dickfore said:
How would you solve a simpler equation:

[tex] X^{2} = A[/tex]

where [itex]A[/itex] is a square matrix?

Umm... it's a square matrix, does that mean that we can decide the square root? :P

Like I said, I haven't really done anything like this before. If anyone can recommend some online reading (preferrably with examples of calculations) about solving matrix equations it would be much appreciated :) When I google it I get mostly hits on numerical calculations, not a lot about handling these things symbolically.
 
Dickfore said:
Your matrix equation is quadratic in [itex]B[/itex] due to the term [itex]B A B[/itex]. How would you solve a simpler equation:

[tex] X^{2} = A[/tex]

where [itex]A[/itex] is a square matrix?

I spent some thought on this and decided to work out an example.

If we take A to represent a half-turn, its matrix is:

[tex]A = \begin{pmatrix}-1 & 0 \\ 0 & -1 \end{pmatrix}[/tex]

The equation has an infinite number of solutions. For instance:

[tex]X = \begin{pmatrix}1 & 1 \\ -2 & -1 \end{pmatrix} \qquard \textrm{ or } \qquad X = \begin{pmatrix}0 & -1 \\ 1 & 0 \end{pmatrix}[/tex]

Could you elaborate?
 
Hey, I am also very interested in solving this equation.
 

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