How do we divide one vector field by another?

In summary, there is no standard definition of division for vector fields, but in a given context, there may be a use in defining something that shares some properties with division as defined for other algebraic objects. The answer to this question depends on the purpose and context of the division. In some cases, division of vector fields may result in a scalar field, which is a real-valued function. This can be achieved if the two vector fields have the same direction or if the denominator vector field is nowhere zero. However, in other cases, division may not be possible or may result in a different type of vector field.
  • #1
tade
702
24
Let's say we have two vector fields, described by 6 functions: Ax, Ay, Az and Bx, By, Bz.

We want to divide field A by field B.

Do we take Ax/Bx , Ay/By and Az/Bz individually?

But in this case we might end up with Three different scalar fields.

What's the proper way to do this?
 
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  • #2
There is no standard definition of division of vector fields. But in a given context, for a particular purpose, there may be a use in defining something that shares some properties with division as defined for other algebraic objects.

The answer to the question will come from reflecting on why you want to do this.
 
  • #3
andrewkirk said:
There is no standard definition of division of vector fields. But in a given context, for a particular purpose, there may be a use in defining something that shares some properties with division as defined for other algebraic objects.

The answer to the question will come from reflecting on why you want to do this.

Thanks. I've figured it out the context of the division.
 
  • #4
you can normally only divide two vectors if they have the same direction, so on a smooth curve you can divide two tangent vector fields, since the tangent space is everywhere one dimensional. i.e. when one vector is a number times the other, then their quotient is that number.
 
  • #5
Of course, two vector fields on a 1-dimensional manifold can be divided, as long as the denominator vector field is nowhere zero. Because, at each point they belong to the tangent space at that point, which is the real numbers.

For example, on the circle S1 parametrized by t, 0 ≤ t ≤ 2π, we could have the vector fields

V(t) = e d/dt = e1 d/dt

and

W(t) = esin(t)2 d/dt.

In this case, we have

f(t) = V(t) / W(t) = e1 - sin(t)2,

= ecos(t)2

which is just a scalar field, or in other words just a real-valued function.

This is just saying that

f(t) W(t) = V(t).

(The same thing is also possible if the space on which the two vector fields are defined is a Riemann surface M. Since then at each point of M the vector of each vector field lies in the complex numbers.)
 
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Related to How do we divide one vector field by another?

1. What is a vector field?

A vector field is a mathematical concept that describes a vector quantity (such as velocity or force) at every point in a particular space or region. It is represented as a collection of arrows, with each arrow pointing in the direction of the vector and its length indicating the magnitude of the vector.

2. Why would we want to divide one vector field by another?

Dividing one vector field by another can help us understand the relationship between two vector quantities at each point in a space. It can also help us analyze the direction and magnitude of the resulting vector field, which can be useful in various applications such as fluid dynamics or electromagnetism.

3. How do we perform vector field division?

The process of dividing one vector field by another involves dividing the components of each vector at each point in the space. This is typically done using mathematical operations such as addition, subtraction, multiplication, and division. The resulting vector field will have new components that represent the relationship between the original vector fields.

4. Are there any limitations to vector field division?

Yes, there are some limitations to vector field division. For example, if the divisor vector field has a zero component at a certain point, then the resulting vector field will also have a zero component at that point. This can lead to undefined or infinite values, which may not accurately represent the relationship between the two vector fields.

5. What are some real-world applications of vector field division?

Vector field division has various real-world applications, including in fluid dynamics, where it can help analyze the flow of fluids through a space. It is also used in electromagnetic theory to understand the relationship between electric and magnetic fields. Other applications include computer graphics, weather forecasting, and navigation systems.

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