Vector space and fields question

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Homework Help Overview

The discussion revolves around properties of vector spaces and fields, specifically focusing on the implications of scalar multiplication and the conditions under which a scalar multiplied by a vector results in the zero vector. The original poster presents two parts of a problem related to these concepts.

Discussion Character

  • Conceptual clarification, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore the implications of scalar multiplication in vector spaces, particularly questioning the conditions under which a scalar multiplied by a vector equals the zero vector. There is discussion about assuming non-zero values for both the scalar and vector to seek contradictions.

Discussion Status

The discussion is active, with participants offering various perspectives on the axioms of fields and vector spaces. Some participants suggest that contradictions arise when assuming both the scalar and vector are non-zero, while others question the validity of certain axioms and their implications. There is no explicit consensus, but several productive lines of reasoning are being explored.

Contextual Notes

Participants are navigating the axioms of fields and vector spaces, particularly focusing on the multiplicative properties and their implications for the problem at hand. There is an ongoing debate about the existence of certain axioms and their relevance to the problem, which may influence the interpretations of the statements made.

ilyas.h
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Homework Statement


Let V be a vector space over the field F. The constant, a, is in F and vectors x, y in V.

(a) Show that a(x - y) = ax - ay in V .

(b) If ax = 0_V show that a = 0_F or x = 0_V .

Homework Equations


axiom 1: pv in V, if v in V and p in F.
axiom 2: v + v' in V if v, v' in V

The Attempt at a Solution



(a) x - y = x + (-y)====> (x+ (-y)) in V (axiom 2)
====> a(x + (-y)) in V (axiom 1)(b)...?

how would I start part (b)?
 
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How about starting by assuming that both a and x are different from their resoective zeros and trying to find a contradiction?
 
Orodruin said:
How about starting by assuming that both a and x are different from their resoective zeros and trying to find a contradiction?

if they are both non-zero then they cannot bultiply together to give a zero vector i.e. either one (or both) have to be their zero's.

I feel as though I am missing something, my solution is too simple.
 
Yes, but why can they not multiply to zero if they are both non-zero? This is the entire question.
 
Orodruin said:
Yes, but why can they not multiply to zero if they are both non-zero? This is the entire question.

just looked up all the axioms from a Field and a vector space, from what I can see:

a Field doesn't have the multiplicative axiom: 0a = 0. On the other hand, a vector space does have this multiplicative axiom: 0v = 0.

(b) If ax = 0_V show that a = 0_F or x = 0_V .

ax =/= 0_F because that would assume that an element in the Field contains this specific multiplicative axiom.

ergo, ax = 0_V iff a = 0_F or x = 0_V
 
ilyas.h said:
Field doesn't have the multiplicative axiom: 0a = 0

Note that, while not an axiom, it is trivial to show that this is true from the distributive property of multiplication.

ilyas.h said:
ax =/= 0_F because that would assume that an element in the Field contains this specific multiplicative axiom.

I am not really sure what you are trying to argue here.
 
Orodruin said:
Note that, while not an axiom, it is trivial to show that this is true from the distributive property of multiplication.
I am not really sure what you are trying to argue here.

a in F. v in V. Let's refer to it as an axiom for the sake of simplicity.

since a is in the field, you cannot have 0a = 0, because this multiplicative axiom is not in any Field, given the axioms in a Field.

Therefore, ax =/= 0_F, because if x=0_V, then you have a0 = 0_F, and this is a contradiction (given the axioms in a Field).

Therefore, ax = 0_V, because a vector space can contain the axiom 0v = 0, and it holds when either a = 0_F or v = 0_V.
I could be wrong, or perhaps i didnt explain it properly.
 
ilyas.h said:
you cannot have 0a = 0

As I mentioned, the relation 0a = 0 is true for all fields. You have that:
(b + 0)a = (b)a = ba
But at the same time, the distributive property gives
(b + 0)a = ba + 0a
Adding the additive inverse of ba to both these relations gives
ba + (-ba) = 0 = ba + 0a + (-ba) = 0a
And therefore 0a = 0.
 
Orodruin said:
As I mentioned, the relation 0a = 0 is true for all fields. You have that:
(b + 0)a = (b)a = ba
But at the same time, the distributive property gives
(b + 0)a = ba + 0a
Adding the additive inverse of ba to both these relations gives
ba + (-ba) = 0 = ba + 0a + (-ba) = 0a
And therefore 0a = 0.

i misinterpreted your reply.

If that's the case, could we use the inverse?

assume a and x are non-zero's:

ax = 0_V

ax*a^-1 = 0_V * a^-1
x = 0_V

contradiction. x must equal 0_V.

on the other hand, there is no multiplicative inverse axiom within a vector subspace, therefore if

ax = 0_V

you CANNOT do:

ax*x^-1 = 0_V x^-1

i.e. you cannot eliminate the x on the LHS, ergo:

ax = 0_V (=/= 0_F), iff a = 0_F or x = 0_V
 
  • #10
ilyas.h said:
ax*a^-1 = 0_V * a^-1
x = 0_V
This is sufficient. You do not need to worry about the existence or non-existence of a multiplicative inverse for V. You assumed the anti-hypothesis of what you wanted to prove, i.e., that both were non-zero, and arrived at a contradiction, thus proving that the anti-thesis is false, meaning that the hypothesis is true.
 

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