Help connecting vector fields in ODE and Vector Calc

Click For Summary
The vector field F=<y,x> corresponds directly to the direction field of the system of ordinary differential equations (ODEs) given. Direction fields in ODEs and vector fields in calculus are indeed the same, allowing for the possibility of using work to determine trajectories from initial values. The potential function f=xy produces level curves that resemble the isoclines of the ODE, indicating a relationship between them. Isoclines in conservative fields are formed by the level curves of the potential, though the discussion raises questions about their behavior in non-conservative fields. Further resources on this connection are sought for deeper understanding.
musik132
Messages
11
Reaction score
0
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
 
Last edited:
Physics news on Phys.org
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.
 
  • Like
Likes 1 person

Similar threads

  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 16 ·
Replies
16
Views
3K
Replies
1
Views
2K
  • · Replies 2 ·
Replies
2
Views
6K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 9 ·
Replies
9
Views
2K
Replies
2
Views
5K
  • · Replies 6 ·
Replies
6
Views
2K