FIZ371 - Scientific and Technical Calculations Course
Lecture Notes & Applications
Dr. Emre S. Tasci [email protected]
Dept. Eng. Physics, Hacettepe University
Ankara, Turkey
- Probabilities: Permutations, Combinations, Products and Variations. Case study: 5 Tails out of 8 coin tosses (analytical & Monte Carlo)
- Monte Carlo Application: Nick Berry's Six Switch Problem (+ Parallelization)
- Bayesian Application: 3-Doors Monty Hall Problem: Currently only the Monte Carlo code, text will follow (soon)
- Distributions I: Discrete distributions
- Distributions II: Continous distributions
- Game Theory
- Information Theory
- Information Theory Application: Message over a noisy channel
- Cellular Automata & Game of Life
- k-means Clustering
- Neural Networks
- Gale-Shapley Matching Algorithm Implementation (no Lecture Notes but directly the implementation code)
- 2D Ising Model
- Swarm Optimizations References | Application: Ant Colony | Application: Artificial Bee Colony