Slides
  • Introduction to Soft Computing
  • Introduction to Fuzzy Logic
  • Fuzzy Relations, Rules and Inferences
  • Defuzzyfication Techniques
  • Fuzzy Logic Controller
  • Artificial Neural Network: Introduction
  • Artificial Neural Network Architectures
  • Training Artificial Neural Networks
  • Solving Optimization Problems
  • Introduction to Genetic Algorithm
  • Encoding Schemes in Genetic Algorithm
  • Selection Schemes in Genetic Algorithm
  • GA Crossover Techniques
  • GA Mutation and Fitness Scaling
  • Multiobjective Evolutionary Algorithms: Introduction
  • Solving Multiobjective Optimization Problems: Non-Pareto Based Approaches
  • Solving Multiobjective Optimization Problems: Pareto-Based Approaches