Question
This homework involves setting up and analyzing a two-dimensional discrete dynamical system. We will start with some data and a model form: Suppose that we
This homework involves setting up and analyzing a two-dimensional discrete dynamical system. We will start with some data and a model form:
Suppose that we look at four initial conditions, and for each, we record the values of through:
x0 | y0 | 1 | 5 | 1 | 4 | 3 | 1 | 2 | 2 |
x1 | y1 | 1.22 | 5.02 | 1.212 | 4.056 | 3.444 | 1.052 | 2.352 | 2.076 |
x2 | y2 | 1.483227 | 5.043494 | 1.464348 | 4.113952 | 3.924562 | 1.108025 | 2.750824 | 2.156233 |
x3 | y3 | 1.795719 | 5.071223 | 1.762525 | 4.174501 | 4.436219 | 1.168543 | 3.197099 | 2.241277 |
x4 | y4 | 2.163222 | 5.104037 | 2.111762 | 4.238392 | 4.971333 | 1.234051 | 3.689415 | 2.33177 |
x5 | y5 | 2.590605 | 5.142891 | 2.516527 | 4.306474 | 5.520396 | 1.305065 | 4.223885 | 2.428399 |
We want to fit this data to a discrete dynamical system of the form
- Use the method of least squares to compute the values of the coefficients .
- Find all of the fixed points of the system. Determine the stability of each.
- Sketch the overall behavior of the system. (This can be a hand-drawn image, one constructed using a drawing tool, a plot constructed in Excel from data points.
Step by Step Solution
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There are 3 Steps involved in it
Step: 1
To fit the discrete dynamical system to the data we can use the method of least squares This involves minimizing the sum of the squared errors between the model predictions and the actual data To do t...Get Instant Access to Expert-Tailored Solutions
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Step: 2
Step: 3
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