CPS 111
Computational Modeling for the Sciences
Spring 2007

CPS 111 Home

 Supplemental Notes

1. General Remarks
2. Scalar, Deterministic, Discrete Dynamic Systems
   • The Second Order, Scalar, Deterministic Discrete Dynamic System
3. Scalar, Stochastic, Discrete Dynamic Systems
   • Discrete Probabilities
   • Markov Chains and Language Models (look at the resources page for the code used in this Section).
4. Continuous Dynamic Systems
5. Linear Programming
6. Local Optimization
7. The chi square goodness-of-fit  test
8. Algebraic Linear Systems
9. The Singular Value Decomposition

The supplemental notes can also be downloaded as a single PDF file.