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Course Weekly Lecture Plan

Week Topic
1 Intoduction to Intelligent Systems
Review of optimization, modelling and control system basics
Introduction to neural networks
Perceptron learning rule
Backpropagation learning rule
Design and validation of a neural network
Use of neural networks for modeling and control
Introduction to fuzzy logic, fuzzy set theory
Fuzzy composition and inferencing
Fuzzy control
Adaptive neuro-fuzzy inferencing system
Different combinations of neral networks and fuzzy systems
Genetic algorithms
Application Examples
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