Help with plotting vector fields

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SUMMARY

This discussion focuses on plotting vector fields for first-order systems, specifically using differential equations such as dx/dt = x and dy/dt = 1. Participants emphasize that the vectors represent slopes at specific points, where the slope can be calculated and visualized as arrows on a plot. The use of Mathematica's StreamPlot function is recommended for verifying the plotted vector fields, allowing users to visualize the behavior of the system effectively.

PREREQUISITES
  • Understanding of first-order differential equations
  • Familiarity with slope fields and their graphical representation
  • Basic knowledge of Mathematica and its plotting functions
  • Ability to interpret vector directions in a coordinate system
NEXT STEPS
  • Learn how to implement Mathematica's StreamPlot for various differential equations
  • Explore the concept of slope fields in more complex systems
  • Study the graphical interpretation of vector fields in higher dimensions
  • Investigate numerical methods for solving first-order differential equations
USEFUL FOR

Mathematics students, educators, and anyone involved in the visualization of differential equations and vector fields.

smithnya
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I'm having difficulty plotting a vector field of a first-order system. I understand that I am supposed to select various points, "plug" them into the equations, and then plot the vector from the resulting point. But how do I know in which way the vector is pointing? Once I get the point from which the vector will originate, how do I decide in which direction to point that vector? Also, what do I do if I get a system such as dx/dt = x, dy/dt = 1? How would I plot dy/dt being that it is a constant?
 
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smithnya said:
I'm having difficulty plotting a vector field of a first-order system. I understand that I am supposed to select various points, "plug" them into the equations, and then plot the vector from the resulting point. But how do I know in which way the vector is pointing? Once I get the point from which the vector will originate, how do I decide in which direction to point that vector? Also, what do I do if I get a system such as dx/dt = x, dy/dt = 1? How would I plot dy/dt being that it is a constant?

The "vectors" are slopes. You can draw a small line with a particular slope right? For example, take:

[tex]\frac{dy}{dt}=2y+1[/tex]

At the point (1,2), the slope is 5. So at that point in the plot, draw a small arrow with slope five. The slope at the point (-3,-1) would be -1. So draw a small line with a slope of -1. Same dif everywhere else. Since this one doesn't depend on t, the slope field is symmetrical with respect to the t-axis right?

In the case of a system:

[tex]dx/dt=x[/tex]
[tex]dy/dt=1[/tex]

the slope field is now in the x-y coordinate system so at the point x=1, y=2, the slope would be 1. Draw a line with slope 1 there. At the point x=5, y=3, the slope is five. Do the same there.

To check your work, use Mathematica's StreamPlot function. In the case of the single DE above, then dt/dt=1 and dy/dt=2y+1 so that in the t-y coordinate system, we can code:

StreamPlot[{x, 1}, {x, -5, 5}, {y, -5, 5}]

and for systems like the one above:

StreamPlot[{x,1},{x,-5,5},{y,-5,5}]
 

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