CS 634 Soft Computing (Jan - May 2008)

Instructor : Dr. Sukhendu Das

Course contents

Foundations : Stochastic processes; Principal Component Analysis; Learning theory; Generalization and Regularization; Simulated Annealing

Fuzzy Sets; Chaos theory; Evolutionary algorithms and genetic programming

Methodologies : Neural networks architectures for complex pattern recognition tasks - Fuzzy neural networks and chaos in neural networks

Applications : Optimization; Control systems; Speech systems; Image processing; Natural language processing and decision making

Seminar Topics