Prove the theorem for the matrix

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Homework Help Overview

The discussion revolves around proving that every square real matrix can be expressed as the sum of a symmetric matrix and a skew-symmetric matrix. The original poster presents equations related to this decomposition and seeks clarification on the properties of the resulting matrices.

Discussion Character

  • Conceptual clarification, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • The original poster attempts to verify the decomposition of a matrix into symmetric and skew-symmetric components and questions how to establish the properties of these matrices. Other participants suggest taking transposes and proving uniqueness through contradiction, while also inquiring about symbolic proofs and examples.

Discussion Status

The discussion is active, with participants exploring various aspects of the proof, including the properties of symmetric and skew-symmetric matrices, and the uniqueness of the decomposition. Some guidance has been offered regarding the approach to proving these properties, but no consensus has been reached.

Contextual Notes

Participants are navigating the definitions and properties of symmetric and skew-symmetric matrices, as well as the implications of uniqueness in the context of the proof. There is a mention of needing to consider the uniqueness aspect by contradiction, which may require further exploration.

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Homework Statement



Prove that every square real matrix X can be written in a unique way as the sum of a symmetric matrix A and a skew-symmetric matrix B.

Homework Equations



X = A + B
A = [tex]\frac{X+X^{T}}{2}[/tex]
B = [tex]\frac{X-X^{T}}{2}[/tex]
X = [tex]\frac{X+X^{T}}{2}[/tex] + [tex]\frac{X-X^{T}}{2}[/tex]


The Attempt at a Solution



So I tried to solve [tex]\frac{X+X^{T}}{2}[/tex] + [tex]\frac{X-X^{T}}{2}[/tex] and it gives out X as a solution. However, how can I know that A is a symmetric and B is a skew-symmetric? Any idea?
 
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Take the transpose of A and B. You also need to prove uniqueness which I would do by contradiction.
 
Can this be done symbolically? Also, what do you mean by contradiction? could you give some examples?

Thank you for your time.
 
Yes why not, if you take transpose of A, you will get A again. And B is skew because of the negative sign.

Example of uniqueness. Let e be a number (in reals) such that[tex]a \cdot a^{-1}=e[/tex] and [tex]a\cdot e=a \quad \forall a \in \mathbb{R}[/tex]. e is unique.

Proof:
Fix a in reals and assume e is not unique. You have [tex]a\cdot e=a[/tex] and [tex]a\cdot e'=a[/tex] for [tex]e\neq e'[/tex] (same for inverses). Now you have
[tex]a\cdot e \cdot e'=a \cdot e'=a[/tex]
taking inverses gives the result that [tex]e \cdot e'=e[/tex] and [tex]e \cdot e'=e'[/tex]
thus [tex]e=e'[/tex] which contradicts the assumption, thus e must be unique.

Hope that helps
 

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