FIT3139 — Intro to Computational Science

Summary Notes by By Carlos Melegrito

This collection of semi-organised writings is everything I've noted down during the entire semester. Not only will it serve as my revision notes for my exam, but also for reference in the future. Note that a lot of this content stems from Monash University, but most of these writings are of my own.

If you see an issue, just submit one or contact me from my website. To use these summary notes, just click any of the links in the contents below.

Contents

1. Errors and Approximation
2. Computer Arithmetic
3. Matrices
4. Eigenvalues & Eigenvectors
5. Non-Linear Equations
6. Dynamical Systems
7. Modelling using Differential Equations
8. Solving Ordinary Differential Equations
9. Stochastic Modelling
10. Dynamic Programming
11. Linear Programming
12. Simulated Annealing
13. Genetic Algorithms
14. High-Dimensional Data Analysis