Help connecting vector fields in ODE and Vector Calc

In summary, the conversation discusses the similarities between the vector field and direction field for a system of ODEs, and the connection between level curves, isoclines, and conservative fields. It also mentions the possibility of finding a trajectory given initial values and work. Further information and sources on this topic may be available online.
  • #1
musik132
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The vector field F=<y,x> looks exactly like the the direction field for the system
dY/dt = {dx/dt = y}
{dy/dt = x}
A few questions on this:
Are the direction field of a system of ODE's the same as a vector field of calculus?
In vector calc we take the line integral of a vector field over some trajectory to find something like work. So if the direction field and vector field are the same does it mean that if given initial values and the work I can find the trajectory?

One more question: Suppose the potential of F=<y,x> is f=xy. The level curves of this function f are hyperbolas. When plotted they look like the isoclines of the ODE. If they are then do all isoclines of an ODE which is in the form of a conservative field, have isoclines that are formed by level curves of the potential? Does this extend to non conservative fields in anyway?I had trouble phrasing this question in google to find some relevant sources, does anyone have a good source to read up on this connection, if there is one?Thanks ahead of time
 
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  • #2
Yes, the "vectors" in ODEs are the same as "vectors" in Calculus. Yes, the level curves are curves of constant potential and so are "isoclines". You can also think of them as being the curves of constant altitude in a geodetic map.
 
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1. What is a vector field?

A vector field is a mathematical concept that assigns a vector to each point in a given space. These vectors can represent physical quantities such as force, velocity, or displacement, and can be used to describe the behavior and relationships of systems in that space.

2. How are vector fields used in ODE (ordinary differential equations) and vector calculus?

In ODE and vector calculus, vector fields are used to model and analyze the behavior of systems that are described by differential equations. They can help us understand the relationships between different variables in a system and how they change over time.

3. What is the process for connecting vector fields in ODE and vector calculus?

The process for connecting vector fields in ODE and vector calculus involves understanding the equations that govern the behavior of the system and using vector calculus techniques, such as gradient, divergence, and curl, to analyze the vector field and its properties. This allows us to gain insights into the behavior of the system and make predictions about how it will evolve over time.

4. What are some real-world applications of connecting vector fields in ODE and vector calculus?

Connecting vector fields in ODE and vector calculus has many real-world applications, such as modeling the flow of fluids, predicting weather patterns, and understanding the behavior of electrical and magnetic fields. It is also used in engineering, physics, and other scientific fields to analyze and design systems.

5. What are some resources for learning more about connecting vector fields in ODE and vector calculus?

There are many resources available for learning about connecting vector fields in ODE and vector calculus, including textbooks, online courses, and video tutorials. Some recommended resources include "Vector Calculus" by Jerrold E. Marsden and Anthony J. Tromba, "Differential Equations and Their Applications" by Martin Braun, and online lectures from universities such as MIT and Khan Academy.

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