Linear transformation from V to V proof

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Homework Help Overview

The problem involves linear transformations within a vector space V over a field F, specifically focusing on properties of a linear transformation T in L(V). The tasks include proving conditions related to T^2 and its implications on the range and null space of T.

Discussion Character

  • Exploratory, Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants discuss the interpretation of T^2 and its implications, with some attempting to clarify the relationship between T(x) and T^2(x). Questions arise regarding the definitions of null space and range in the context of the problem.

Discussion Status

The discussion is ongoing, with participants providing guidance on how to approach the proof and clarifying misunderstandings about the definitions of linear transformations. There is no explicit consensus yet, as participants explore different interpretations and clarify foundational concepts.

Contextual Notes

Some participants express uncertainty about the implications of not assuming V is finite-dimensional, which may affect their approach to the problem.

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Homework Statement


Let V be a vector space over a field F and let L(V) be the vector space of linear transformations from V to V. Suppose that T is in L(V). Do not assume that V is finite-dimensional.
a) Prove that T^2 = -T iff T(x) = -x for all x in R(T).
b) Suppose that T^2 = -T. Prove that the intersection of N(T) and R(T) = {0}.


Homework Equations



The Attempt at a Solution


The T^2 is throwing me off slightly. Does it just mean take the square of the original linear transformation T?
So if T^2 = -T,
T^2 (x) = -T(x)
Also rank(T^2) = rank (-T)
That's all I have so far. How can I approach this if I can't assume that V is finite-dimensional?
If I could get a few tips on how to start this question, it would be very helpful :)
 
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You haven't gotten very far. Can you show if T(x)=-x, then T^2(x)=-T(x)? That's the easy direction. For the 'only if', if x is in R(T) then there is a y in V such that x=T(y). Act with T on both sides of that and use T^2=-T.
 
Hmm...I might be completely missing the point here...

Show that if T(x) = -x, then T^2(x) = -T(x)
If T(x) = -x,
T^2(x) = (-x)^2 = x^2
-T(x) = -(-x) = x
T^2(x) does not equal -T(x)
 
You are missing the point. T^2(x) means T(T(x)). You can't really 'square' a vector.
 
Thanks. I got it.
Just to make sure, for part b), would N(T) = 0 since it is a transformation from V to V? Also would R(T) = x?
 
Why would you think N(T)=0 (null space, right?)? And why would R(T) (range, right?) be x, whatever that is? R(T) is a subspace. I think you'd better look up those definitions again.
 

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