| An Overview of Combinatorial Optimization, Theoretical Foundations of Genetic Algorithms, Genetic Algorithms in Engineering and Optimization, Genetic Algorithms in Natural Evolution, Simulated Annealing and Tabu Search. Fuzzy set theory, fuzzy systems, Fuzzy Logic, Fuzzy Inference. Artificial Neural networks, Neural Networks Architectures and Algorithms, Historical perspective (What, Why, When), simple model neurons, learning and generalization, perceptrons, multi-layered perceptrons, radial basis function networks, classification and regression problems, temporal learning, recurrent and self-organizing networks, Neural network simulations using appropriate software (Practical/Laboratory based study), Evolving Neural Networks Implementing Genetic Algorithms |
Administrative assistant: Mrs. SEEWOOGOBIN NIVEDITA DIMPLE
Telephone: 4037400
Email: aofoe-exams@uom.ac.mu |
