ISE 789 | Fuzzy-Neural Group

ISE 789: Soft Computing

Soft Computing

NN Chapter 1 | NN Chapter 2 | GA Chapter 1 | GA Chapter 2

Simulated Annealing | Tabu Search | Tropical Cyclone-based Method | Electromagnetic Method

Fuzzy Introduction | Fuzzy Short Course | Building Fuzzy Expert Systems

Fuzzy Regression | Fuzzy Relation Equation | Fuzzy Clustering

Approximation by Superpositions of a Sigmoidal Function
Multilayer Feedforward Networks With A Non-polynomial Activation Function Can Approximate Any Function
Relaxed conditions for radial-basis function networks to be universal approximators
Universal Approximation Using Radial-Basis-Function Networks
An Introduction To Computing With Neural Nets
A neural network model with bounded-weights for pattern classification
Solving Convex Programming Problems with Equality Constraints by Neural Networks
Neurocomputing with Time Delay Analysis for Solving Convex Quadratic Programming Problems
Efficient Neural Network Learning using Second Order Information with Fuzzy Control
Sequencing parallel machining operations by genetic algorithms
A genetic-based framework for solving (multi-criteria) weighted matching problems
A Genetic Algorithm Approach to Solving DNA Fragment Assembly Problem
A tropical cyclone-based method for global optimization
An electromagnetism-like mechanism for global optimization
On the convergence of a population-based global optimization algorithm
Ant colony optimization theory: A survey| Ant colony optimization
Particle swarm optimization
Induction of fuzzy rules and membership functions from training examples
Expert System | Induction of fuzzy rules and membership functions
Fuzzy Regression | Fuzzy Clustering | Fuzzy Relational Equation

Assignment #1 | Assignment #2 | Assignment #3 | Assignment #4

Assignment #5 | Assignment #6 | Assignment #7 | Assignment #8

Project requirements
Optional Project

(Last week of March)