Vector Valued Function vs Vector Field

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Discussion Overview

The discussion explores the differences and similarities between vector valued functions and vector fields, focusing on their mathematical definitions and physical interpretations. It examines the implications of these concepts in both theoretical and applied contexts.

Discussion Character

  • Conceptual clarification
  • Debate/contested

Main Points Raised

  • Some participants suggest that a vector field is specifically a function from R^n to R^n, while a vector valued function does not have such dimensional constraints.
  • One participant notes that in physical applications, the term "field" carries different meanings compared to its mathematical usage, highlighting the distinction between field and particle descriptions in physics.
  • Another participant mentions that in physics, terms like "velocity field" may refer to vector functions that do not conform to the strict mathematical definition of a vector field.
  • It is proposed that there is no significant difference between the two concepts, with the understanding that a vector field is often viewed as a vector valued function whose values correspond to tangent vectors at points in the domain.
  • Some participants emphasize the importance of context when interpreting these terms, as the broader concept of vector fields may be used differently by various physicists.

Areas of Agreement / Disagreement

Participants express differing views on the significance of the distinctions between vector valued functions and vector fields, indicating that multiple competing perspectives remain without a clear consensus.

Contextual Notes

The discussion highlights potential ambiguities in definitions and applications, particularly regarding the dimensionality of vector fields and the interpretation of "field" in physical contexts.

Gza
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I was just wondering; how is a vector valued function different from a vector field? Mathematically, they seem the same so should I think of them that way?
 
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A vector field is a function from R^n to R^n, a vector valued function has no such requirements on dimension
 
It should be noted, that in physical applications, the concept "field" has different connotations than the mathematical concept "field", that matt grime wrote about.

This is because in physics, a "field" description is distinguished from a "particle" description.

Hence, for example, you will find in physics references to the "velocity field", even though mathamatically, this is a vector function [tex]f:\Re^{4}\to\Re^{3}[/tex]
 
the upshot seems to be you should not worry about it, there is indeed no big difference.

In my experience what matt grimes says is common, i.e. a vector field is often a vector valued function whose values are taken in the tangent space to the domain, hence it is drawn as a family of tangent vectors to points of the domain.

On the other side, a vector valued function may have any kind of vectors as values. But as Arildno points out the more general concept is also called vector field by some physicists.

so you have to read the context carefully in given case.
 

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