Using Mathcad to Solve a Complex Math Problem

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SUMMARY

This discussion focuses on using Mathcad to solve a complex mathematical problem involving attractors and initial transients. The user graphed their problem but struggled with the concept of not plotting the initial transient, which refers to omitting points until the sequence converges close to the attractor. An attractor is defined as the limit points in phase space where trajectories converge, and the region of attraction is where all solutions converge on the attractor. Recommendations include seeking textbooks that explain these concepts in detail.

PREREQUISITES
  • Understanding of Mathcad software for mathematical computations.
  • Familiarity with concepts of attractors in dynamical systems.
  • Knowledge of phase space and convergence in mathematical modeling.
  • Basic graphing skills to visualize mathematical functions and trajectories.
NEXT STEPS
  • Study the concept of attractors in dynamical systems through textbooks or online resources.
  • Learn how to identify and plot regions of attraction in phase space.
  • Explore advanced features of Mathcad for visualizing mathematical solutions.
  • Research methods for determining convergence in iterative sequences.
USEFUL FOR

Students in mathematics or engineering, particularly those working with dynamical systems, as well as educators seeking to enhance their understanding of attractors and transient behavior in mathematical modeling.

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Homework Statement



I attached my problem.

Homework Equations





The Attempt at a Solution



I am attempting to use Mathcad to solve this problem using a computer. I have the problem graphed, but I am unsure what it means by " do not plot the initial transient."

For part b, I have several questions. I don't know how to answer any of those questions. I don't know what an attractor is, or how to tell if there is a region where points cannot escape. I tried to look it up, and couldn't figure it out. Like I said, I have the graphs plotted, so I can refer to those if anyone helps me. Thank you.
 

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baltimorebest said:
I am unsure what it means by " do not plot the initial transient."

If the sequence of points is (xi,yi) for i = 0, 1, ..., with (x0,y0) being the initial state, it simply means that you should not plot the points until the sequence has converged sufficiently close to the attractor so that it will not "show up" on the plot. This of course begs the question of how many points to leave out before start plotting. As a practical method you can select a k and plot the sequence (xi,yi) for i > k, and then increase k in case the transient still shows up on the plot.

For part b, I have several questions. I don't know how to answer any of those questions. I don't know what an attractor is, or how to tell if there is a region where points cannot escape. I tried to look it up, and couldn't figure it out. Like I said, I have the graphs plotted, so I can refer to those if anyone helps me. Thank you.

In popular terms, an attractor is the points in phase space that form the "limit" as you plot trajectories for the system near that attractor. An attractor can be a point, a simple closed curve, or like for chaotic systems, a complicated looking fractal structure. The region around the attractor from which all solutions will converge on the attractor is call the region of attraction for the attractor.

You probably need to find a good textbook that explains these concepts in details suited for your level. Perhaps your teacher for this problem can recommend you one, or, if you specify your background, people here will most likely be able to offer some good references.
 

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