Proving the Relationship between Operators on a Finite-Dimensional Space

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Discussion Overview

The discussion revolves around proving relationships between linear operators on a finite-dimensional vector space, specifically addressing the assertion that the composition of two operators results in the identity operator and exploring the implications regarding their invertibility and the existence of a polynomial relationship between them.

Discussion Character

  • Debate/contested
  • Mathematical reasoning
  • Conceptual clarification

Main Points Raised

  • One participant suggests that if the composition of operators σ and τ equals the identity operator, then both operators must be invertible.
  • Another participant questions the validity of the assertion that the composition of σ and τ equals the identity without additional conditions on the operators.
  • A participant expresses a belief that the polynomial p relating σ and τ could be the characteristic polynomial, although they note that this has not been established in their text.
  • There is a discussion about the implications of proving a statement and its negation, with some participants asserting that proving one inherently disproves the other, provided the axiomatic system is consistent.
  • A later reply indicates that the characteristic polynomial and the Cayley-Hamilton theorem have not yet been introduced in the relevant text, suggesting a need for a more elementary proof.

Areas of Agreement / Disagreement

Participants express differing views on the validity of the initial assertion regarding the identity operator, with some agreeing on the invertibility condition while others challenge the premise. The discussion remains unresolved regarding the specific polynomial relationship and the appropriate proof method.

Contextual Notes

There are references to potential errors in the source text being used, which may affect the understanding of the concepts being discussed, particularly regarding the characteristic polynomial and the Cayley-Hamilton theorem.

alexfloo
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"Given operators σ,τ on a finite-dimensional space V, show that στ=i, and that σ=p(τ) for some polynomial p in F[x]."

The first part was no problem. As for the second, I have a strong suspicion that p is the characteristic polynomial, mostly because I believe I heard of that fact before (that a matrix inserted into its own characteristic polynomial it its inverse). However, I can't seem to find anything about that, and furthermore, the characteristic polynomial has not yet been mentioned in the text I'm using.

Any idea how the proof should proceed?
 
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Given operators σ,τ on a finite-dimensional space V, show that στ=i
What is "i", the identity operator? Unless there are conditions on σ and τ you haven't mentioned, that simply isn't true.
 
Yes, i is the identity. Here is the proof that I used:

We know that
dim V = rk i ≤ min { rk σ, rk τ },
So both σ and τ have rank dim V, and so both are isomorphisms.

Where did I go wrong here?

It's from Steven Roman's Advanced Linear Algebra, I believe 1st edition. I'm told there are many many errors, and can't seem to find any errata online. In any case, I'm much more interested in the second part.
 
alexfloo said:
Yes, i is the identity. Here is the proof that I used:



You cannot prove something wrong unless you cheat. As you wrote your OP the conclusion is simply false. Check and correct this.

We know that
dim V = rk i ≤ min { rk σ, rk τ },
So both σ and τ have rank dim V, and so both are isomorphisms.

Where did I go wrong here?

It's from Steven Roman's Advanced Linear Algebra, I believe 1st edition. I'm told there are many many errors, and can't seem to find any errata online. In any case, I'm much more interested in the second part.


DonAntonio
 
Oh my, that wa a stupid mistake. I must not have been paying attention as i was typing. It was supposed to be:

(sigma composed with tau equals i) implies (sigma and tau are both invertible).

Apologies for the mixup. In either case DonAntonio, what you said about proofs is not at all correct: every sentence has a negation.
 
alexfloo said:
Oh my, that wa a stupid mistake. I must not have been paying attention as i was typing. It was supposed to be:

(sigma composed with tau equals i) implies (sigma and tau are both invertible).

Apologies for the mixup. In either case DonAntonio, what you said about proofs is not at all correct: every sentence has a negation.



So?? It still is true you cannot prove something wrong unless you cheat. Of course, this must be understood under the usual, standard

assumption: that one has a consistent axiomatic system, with the usual logical rules and etc.

DonAntonio
 
alexfloo said:
Oh my, that wa a stupid mistake. I must not have been paying attention as i was typing. It was supposed to be:

(sigma composed with tau equals i) implies (sigma and tau are both invertible).

Apologies for the mixup. In either case DonAntonio, what you said about proofs is not at all correct: every sentence has a negation.



So you want to prove \,\,A,B\in GL(V)\,\,,\,\,\dim V<\infty\,\,,\,\,AB=I\Longrightarrow B=p(A)\,\,,\,\,p(x)\in\mathbb{F}[x]\,\,,\,\,\mathbb{F}=\, the field of definition of V.

Well, you were then on the right track: as A (And also B, of course) is non-singular, its charac. polynomial\,\,p_A(x)\,\, has non-zero free coefficient,

so if we write \,\,p_A(x)=x^n+a_{n-1}x^{n-1}+...+a_1x+a_0\,\,,\,\,a_0\neq 0\Longrightarrow \,\, , by the Cayley-Hamilton Theorem we

have the operator (matricial) equality \,\,p_A(A)=0\,\,, we'll get that \,\,I=-\frac{1}{a_0}A^n-...-\frac{a_1}{a_0}A\Longrightarrow\,\, ...finish the argument

DonAntonio
 
My point is that every time one proves "p," one disproves "not p." In fact, it's only when one has an INconsistent system that this fails, not the other way around. In any event, do you have any idea about the polynomia question?
 
alexfloo said:
My point is that every time one proves "p," one disproves "not p." In fact, it's only when one has an INconsistent system that this fails, not the other way around. In any event, do you have any idea about the polynomia question?


1) Well, it looks like you continue to misunderstand what I meant, so let's leave it

2) You rushed so much to answer the above that you didn't see my answer to your OP.

DonAntonio
 
  • #10
I'd really like to know what you meant by that, if you wouldn't mind giving further explanation.

And apologies for missing the response, I was replying through e-mail since I wasn't at my computer, and it would only display the first intervening post. However, I don't think that's the proof I'm seeking: the book hasn't yet made any mention of the characteristic polynomial or the Cayley-Hamilton theorem, so I'm guessing there's a more subtle, elementary proof somewhere. Or else it may have just been another error; like I said, I've spotted more than a few in my edition of the text.

Thanks anyways!
 

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