Chaos Under Control: Data Analysis Lab

David Peak and Michael Frame

In this lab you will use the program DesparatelySeekingChaos. You will be working in the IFS Window, Close Pairs Window and in the Kelly Window.

* The Option Menu allows you to change from one window to another.

* The Data Menu lets you select the type of data to analyze: Logistic map, Tent map, Uniform Random, Normal Random, 1/f, Brownian, and Homemade.

1. In the IFS Window, set Iter = 500 and Drop = 0. From the Data Menu select Logistic.

(a) Set Param = 1.5. Click the Run button. Click the Plot button. What do you see? Repeat with Drop = 100. Describe what you see and explain the difference.

(b) Reset Drop to 0. Set Param = 2.5. Click the Run button. Click the Plot button. What do you see?

(c) Repeat (b) for Param = 3.2, 3.55, 3.7, 3.83, and 3.9.

2. Now select Tent from the Data Menu.

(a) Set Param = 1.2. Click the Run button. Click the Plot button. What do you see?

(b) Repeat (a) for Param = 1.4, 1.6, and 1.8.

3. In the ClosePairs Window, set Iter = 100, Drop = 0, Dot Size = 2x2, and No Singletons. From the Data Menu select Logistic.

(a) Set Param = 3.2. Click the Run button. Click the Plot button. What do you see?

(b) Repeat (a) for Param = 3.52, 3.65, 3.75, 3.83, 3.86, and 3.9.

(c) Experiment with the Filter Size (keeping the number between 0 and 1). Describe how changing the filter size can change the Close Pairs Plot.

4. Now select Tent from the Data Menu.

(a) Set Param = 1.2. Click the Run button. Click the Plot button. What do you see?

(b) Repeat (a) for Param = 1.4, 1.6, and 1.8.

5. In the Kelly Window, set Iter = 400 and Drop = 0. From the Data Menu select Logistic.

(a) Set Param = 3.2. Click the Run button. Click the Plot button. What do you see?

(b) Repeat (a) for Param = 3.5, 3.55, 3.65, 3.83, and 3.9.

6. Now select Tent from the Data Menu.

(a) Set Param = 1.2. Click the Run button. Click the Plot button. What do you see?

(b) Repeat (a) for Param = 1.4, 1.6, and 1.8.

7. (a) Compare the observations you made with these three methods for the Logistic map with Param = 3.2. Each method is analyzing the same sort of data. What do the different methods tell you?

(b) Repeat (a) for param = 3.83 and for Param = 3.9.

(c) Compare the observations you made with these three methods for the Tent map with Param = 1.2.

(d) Repeat (c) for Param = 1.6.

8. Do some explorations on your own. Describe what you are investigating, and how closely your observations agree with your expectations.

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