Tutorials

This page provides tutorials in artificial intelligence, evolutionary computation and optimisation/operations research, most of which are closely related to my research.

Artificial Intelligence

Reasoning Under Uncertainty

• Probability Basics
• Naive Bayes Classifier
• Bayesian Network: Basics
• How to Build a Bayesian Network?
• Inference in Bayesian Network: Variable Elimination

AI Planning and Scheduling

• Job Shop Scheduling by AI planning: State Space Search
• Job Shop Scheduling by Mathematical Programming
• Job Shop Scheduling by Local Search
• Dynamic Job Shop Scheduling: Dispatching Rule

Combinatorial Optimisation and Operations Research

• Branch and Bound: Knapsack Problem
• Greedy Heuristics: Knapsack Problem
• Greedy Heuristics: Traveling Salesman Problem
• Local Search: Basics
• Local Search: Traveling Salesman Problem