Linear algebra- what is a vector space?

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Homework Help Overview

The discussion revolves around the concept of vector spaces in linear algebra. Participants are exploring the definitions and properties that characterize a vector space, including the requirement for the zero vector and various axioms that must be satisfied.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants are questioning the definition of a vector space, specifically what it means for a vector space to "go through the origin." There is an exploration of the necessary properties and axioms that define a vector space, including the existence of the zero vector and the operations that must hold true within the space.

Discussion Status

The discussion is active, with participants providing insights into the axioms of vector spaces and questioning the original poster's understanding of the concept. Some guidance has been offered regarding the inclusion of the zero vector and the implications of the axioms, but there is no explicit consensus on the definition itself.

Contextual Notes

Participants are referencing external resources for further clarification and are working through the foundational aspects of vector spaces, indicating a focus on understanding rather than solving a specific problem.

preluderacer
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I looked up what is a vector space online and it always gives like formula or long explanations. In a couple sentences can you tell me exactly what a vector space is? I know it has to go through the origin, but what else is true about a vector space?
 
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preluderacer said:
I looked up what is a vector space online and it always gives like formula or long explanations. In a couple sentences can you tell me exactly what a vector space is? I know it has to go through the origin, but what else is true about a vector space?

I suggest you to look at http://mathworld.wolfram.com/VectorSpace.html.
I don't know what you mean by "it has to go through the origin". A vector space must contain an element (called vector) that is neutral under addition. In other words, there must exist a vector say [itex]\vec 0[/itex] such that for any vector [itex]\vec x[/itex] in the vector space, the following hold: [itex]\vec x + \vec 0 = \vec x[/itex].
 
fluidistic said:
I suggest you to look at http://mathworld.wolfram.com/VectorSpace.html.
I don't know what you mean by "it has to go through the origin". A vector space must contain an element (called vector) that is neutral under addition. In other words, there must exist a vector say [itex]\vec 0[/itex] such that for any vector [itex]\vec x[/itex] in the vector space, the following hold: [itex]\vec x + \vec 0 = \vec x[/itex].

It just means the 0 vector must be in that set (from memory...)
 
If the following axioms are true for all objects u, v, and w in V and all scalars c and k then V is called a vector space and the objects in V are called vectors.

(a) u + v is in V
(b) cu is in V
(c) u + v = v + u
(d) u + (v + w) = (u + v) + w
(e) 0 in V, such that for all u in V we have u + 0 = 0 + u = u.
(f) For every u in V there is -u such that u + (-u) = 0.
(g) c(u + v) = cu + cv
(h) (c + k)u = cu + ku
(i) c(ku) = (ck)u
(j) 1u = u
 

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