Vector Valued Function vs Vector Field

In summary, a vector valued function and a vector field have similar mathematical definitions, but in physics, they are used differently. A vector field is often a vector valued function with values taken in the tangent space, while a vector valued function can have any type of vectors as values. It is important to read the context in order to understand the distinction between the two in a given case.
  • #1
Gza
449
0
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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  • #2
A vector field is a function from R^n to R^n, a vector valued function has no such requirements on dimension
 
  • #3
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]
 
  • #4
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.
 

1. What is the difference between a vector valued function and a vector field?

A vector valued function is a mathematical function that takes in one or more variables and outputs a vector. A vector field, on the other hand, is a function that assigns a vector to every point in a space.

2. How are vector valued functions and vector fields used in scientific research?

Both vector valued functions and vector fields are used in various fields of science, such as physics, engineering, and mathematics. They are used to model physical phenomena, solve differential equations, and analyze data.

3. Can you provide an example of a vector valued function and a vector field?

An example of a vector valued function is the position vector function, which takes in time as a variable and outputs a vector representing the position of an object at a given time. An example of a vector field is the electric field, which assigns a vector representing the direction and magnitude of the electric force at every point in space.

4. How do you graph a vector valued function and a vector field?

A vector valued function can be graphed by plotting the components of the vector at different values of the input variables. A vector field can be represented graphically using arrows, where the direction and length of the arrows represent the direction and magnitude of the vector at a particular point in space.

5. What is the significance of understanding vector valued functions and vector fields in scientific research?

Understanding vector valued functions and vector fields is crucial in scientific research as they provide a powerful tool for modeling and analyzing complex systems. They allow researchers to make predictions, solve equations, and gain insights into the behavior of physical phenomena.

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