Proof involving vector spaces and linear transformations

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Homework Help Overview

The discussion revolves around proving a property of linear transformations in the context of vector spaces. Specifically, the original poster is tasked with showing that for any vector \( v \) in vector space \( V \), the transformation \( T \) satisfies \( T(-v) = -T(v) \). This involves understanding the definitions of additive inverses and the behavior of linear transformations.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • The original poster attempts to manipulate the equation involving \( T(v) \) and \( T(-v) \) but expresses confusion about the steps and the implications of reaching \( 0 = T(v) + T(-v) \). Some participants suggest clarifying the reasoning behind why \( T(v + (-v)) = 0 \) and emphasize the definition of additive inverses.

Discussion Status

Participants are engaging in a constructive dialogue, with some providing hints and guidance on how to approach the proof without giving away complete solutions. There is a recognition of the need for clearer explanations of certain steps, particularly regarding the properties of linear transformations and additive inverses.

Contextual Notes

There is a mention of whether the original poster is allowed to use certain properties, such as \( 0x = 0 \) for all \( x \), without proof, which indicates potential constraints on the assumptions that can be made in the proof.

killpoppop
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1. Suppose V,W are vector spaces over a field F and that T: V ---> W is a linear transformation. Show that for any v belonging to V that T(-v) = -T(v)



2. -T(v) denotes the additive inverse of T(v)



3. I think I'm really overcomplicating it =/ But i have

0v = T( v - v ) = T(v) + T(-v)

Then add -T(v)

0v + -T(v) = T(v) + T(-v)

(T(v) + T(-v)) -T(v) = T(v) + T(-v)

then

T(-v) = T(v) + T(-v)

then i suppose it could go to

T(-v) = 0v

but that doesn't help I'm going round in circles. Basically i need a starting point.
 
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Looks more like you need someone to tell you when to stop. :smile:

When you obtain 0=T(v)+T(-v), you're done. If T(-v) has that property, it is the additive inverse of T(v). You should however explain more clearly why T(v+(-v))=0.

Hm, are you allowed to use that 0x=0 for all x without proof? If not, it's easy to prove using the trick 0x=(0+0)x.
 
Last edited:
Cheers!

Right so when i get:

0v = T(v) + T(-v)

i just move the T(v) over because 0v=0?

giving

-T(v) = T(-v)

seems a bit too easy! I've already proved 0x=0 .

Can you explain more about

'You should however explain more clearly why T(v+(-v))=0.'

please =]
 
You shouldn't need to move anything over, you know that 0v = 0, therefore at the step where you have T(v) + T(-v) = 0 that means T(-v) is the additive inverse of T(v), remember what definition of additive inverse is!
 
killpoppop said:
Can you explain more about

'You should however explain more clearly why T(v+(-v))=0.'
I'm not sure if I can tell you anything new without giving you the complete solution. What you want to prove is that T(v)+T(-v)=0. And the proof of that goes like this:

T(v)+T(-v)=T(v+(-v))=...=0

Can you fill in the missing steps?
 

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