Courses

Fuzzy Logic and Control

Introduction

The Mathematics of Fuzzy Systems and Control

Fuzzy Systems and Their Properties

Non adaptive Fuzzy Control

Adaptive Fuzzy Control

Miscellaneous Topics

Genetic Algorithms

An Overview

Genetic Algorithms in Problem Solving

Genetic Algorithms in Scientific Models

Theoretical Foundations of Genetic Algorithms

Conclusions and Future Directions

Advanced Artificial Intelligence

Planning

Planning and Acting in the Real World

Uncertain knowledge and reasoning

Probabilistic Reasoning

Making Simple Decisions

Reinforcement Learning

Robotics

Pattern Recognition

Introduction

Bayesian Theory

Decision Trees

FCM

PCA

Kmeans

Density_Estimation

Fisher Classifier

LDA

Soft Computing

Genetic Algorithm

Swarm Intelligence

Fuzzy sets

Neural Network

Simulated annealing

Applications

Artificial Neural Network

Introduction and Role of Artificial Neural Networks

Fundamentals of Biological Neural Networks

Basic Principles of ANNs and Their Early Structures

The Perceptron

The Madaline

Back Propagation

Hopfield Networks

Counter Propagation

Adaptive Resonance Theory

Large Scale Memory Storage and Retrieval (LAMSTAR) Network