Introduction to Computational Intelligence
- Introduction
- Threshold Logic Units
- General Neural Networks
- Learning
- Multi-layer Perceptrons
- Regression
- Radial Basis Function Networks
- Convolutional Neural Networks
- Introduction to Evolutionary Algorithms
- Elements of Evolutionary Algorithms
- Genetic Algorithms
- Genetic Algorithms: Some Examples
- Fuzzy Sets and Fuzzy Logic
- Operations on Fuzzy Sets
- Fuzzy Relations, Rules and Inferences
- Defuzzification Techniques + Some Examples