Differential equation of vector field

In summary, the chain rule can be used to find the derivatives of a composite function, but it is not necessary in this case because the flow lines match at each point.
  • #1
so_gr_lo
68
10
Homework Statement
Write the vector field F = [-4, -xcos(5x)] as a differential equation (dy/dx)
Relevant Equations
Dy/dx = dF/dx x dy/dF
I was thinking of using the chain rule with

dF/dx = 0i + (3xsin(3x) - cos(3x))j

and

dF/dy = 0i + 0j

but dF/dy is still a vector so how can it be inverted to get dy/dF ?

what are the other methods to calculate this?
 
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  • #2
A vector field is not a differential equation.

What you can do is write a differential equation that describes the flow lines of the vector field. Is this your purpose?
 
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  • #3
Yeah I need a differential equation for the field lines
 
  • #4
So, by definition the field lines of ##\vec F## satisfy ##d\vec x/dt = \vec F## or, in components,
$$
\frac{dx}{dt} = F_1, \quad \frac{dy}{dt} = F_2,
$$
where ##F_i## are the components of ##\vec F##. What does this tell you about the field lines in terms of ##dy/dx##?
 
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  • #5
dy/dx = dy/dt x dt/dx = F2/F1 ?
 
  • #6
Or that F = dx/dt + dy/dt
 
  • #7
One advice that I generally give my students when they write two different answers is to think twice about what they write down. It often helps clearing your thoughts and thinking about the reasoning behind what each statement would be. So what would be your reasoning behind these statements?
 
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  • #8
I gave 2 different statements because I’m not sure if I am supposed to use the chain rule or not. The problem is that I don’t know how to turn the vector into a scalar so that I can write it as a differential.
 
  • #9
so_gr_lo said:
I gave 2 different statements because I’m not sure if I am supposed to use the chain rule or not. The problem is that I don’t know how to turn the vector into a scalar so that I can write it as a differential.
You should think less of what you are ”supposed” to do and more in terms of what tools you can use to achieve your goal. What does the chain rule tell you? Is that useful in this case?
 
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  • #10
The chain rule allows you to deal with composite functions, but since I don’t actually have the y and x components written in t explicitly maybe it’s not necessary. I think the flow lines need to equal F at each point since they are the tangent vector. In that case dy/dx = y’(t)/x’(t) then dy/dx = 1/2 xcos(5x). Perhaps this is the correct appproach? In this case I just set x = -4i and y = -xcos(5x)j and ignore the unit vectors.
 

1. What is a vector field?

A vector field is a mathematical concept that assigns a vector to each point in a space. It can be represented graphically as arrows pointing in different directions and magnitudes.

2. What is a differential equation?

A differential equation is a mathematical equation that relates a function to its derivatives. It describes the rate of change of a system over time.

3. How are vector fields and differential equations related?

Vector fields can be described by differential equations. The vector field represents the direction and magnitude of change at each point, while the differential equation describes how the field changes over time.

4. What is the significance of solving a differential equation of a vector field?

Solving a differential equation of a vector field allows us to understand the behavior of a system over time. It can help us predict future states and make informed decisions.

5. What are some real-world applications of differential equations of vector fields?

Differential equations of vector fields are used in various fields such as physics, engineering, economics, and biology to model and analyze complex systems. Examples include predicting weather patterns, designing aircrafts, and understanding population dynamics.

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