About the invariance of similar linear operators and their minimal polynomial

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Discussion Overview

The discussion revolves around the invariance of the minimal polynomial under similarity transformations of linear operators in a vector space. Participants explore the mathematical proof and implications of this property, engaging with concepts from linear algebra.

Discussion Character

  • Technical explanation
  • Mathematical reasoning
  • Debate/contested

Main Points Raised

  • One participant questions the proof of the statement that if τ and σ are similar linear operators, then their minimal polynomials mτ(x) and mσ(x) are equal.
  • Another participant suggests using dummy variables and factoring wisely to approach the problem.
  • A participant expresses confusion regarding an equation presented in an image, indicating a lack of clarity in the visual representation.
  • One participant attempts to derive the relationship between the minimal polynomials by manipulating the expressions involving the similarity transformation, ultimately realizing a mistake in their earlier reasoning.
  • The same participant acknowledges the need for more practice to fully grasp the theorem related to the minimal polynomial and similarity of operators.

Areas of Agreement / Disagreement

Participants do not reach a consensus on the proof of the invariance of the minimal polynomial under similarity transformations. There are indications of confusion and differing interpretations of the mathematical steps involved.

Contextual Notes

Some participants express uncertainty about specific mathematical manipulations and the implications of similarity transformations, indicating that further clarification may be needed regarding definitions and properties of linear operators.

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About the invariance of similar linear operators and their minimal polynomial

Notations:
F denotes a field
V denotes a vector space over F
L(V) denotes a vector space whose members are linear operators from V to V itself and its field is F, then L(V) is an algebra where multiplication is composition of functions.
τ, σ, φ denote distinct linear operators contained in L(V)
m?(x) denotes the minimal polynomial of the linear operator "?"
~ denotes the similarity of the left and right operand, e.g., if τ ~ σ, then τ = φσφ-1

Question:
If τ ~ σ are similar linear operators on V, then mτ(x) = mσ(x), i.e., the minimal polynomial is an invariant under similarity of operators.

I wonder how it's proved.

Thanks for any help!
 
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Use dummy variables and factor them wisely, here is a taste

[itex]\alpha = \alpha\varphi\varphi^{-1}, \alpha\in\mathbb{F},\varphi\in\mathbb{V}[/itex]
 
Because I am too cool!

just kidding, it says alpha = alpha*phi*phi^(-1) and alpha in F and phi in V.
 
I still don't understand.
For example, suppose mτ(x) = s1+s2τ+s3τ2 = 0 and τ = φσφ-1,

then mτ(x) = s1+s2φσφ-1+s3φ2σ2-1)2 =0,

multiply (φ2)-1 on the left and φ2 on the right of the both sides of mτ(x)

we will get s1+s2φ-1σφ+s3σ2 = 0,
this doesn't equal to s1+s2σ+s3σ2 = 0, does it?

Ah, yes, now I know where I made a mistake, τ2 ≠φ2σ2-1)2

since τ2 = (φσφ-1)2 = φσφ-1φσφ-1
= φσ2φ-1,

then multiply φ-1 on the left and φ on the right of of the both sides of the equation mτ(x) = s1+s2φσφ-1+s3φσ2φ-1=0

we will get s1+s2σ+s3σ2 = 0

The property that τ2 = φσ2φ-1 I've explored before reaching this theorem, it seems I need more practice.

Thanks for reply, trambolin.

There are some other questions I posted in "Linear & Abstract Algebra" with no replies yet, maybe you can help me again, thanks a lot!

(This is not my mother language, please forgive the grammar mistakes I've made)
 

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