UNIT I INTRODUCTION
1. What you mean by Architecture for intelligent control and explain it.
2. Explain Symbolic reasoning system.
3. Explain rule-based systems in intelligent control.
4. What is the AI approach in intelligent control? And Explain it.
UNIT II ARTIFICIAL NEURAL NETWORKS
1. What is the Concept of Artificial Neural Networks and its basic mathematical model.
2. What is mean by Feed-forward Multilayer Perceptron and explain it.
3. Explain Data Processing: Scaling.
4. Explain Neural Network based controller
UNIT III GENETIC ALGORITHM
1. Explain Basic concept of Genetic algorithm and detail algorithmic steps.
2. What you mean by typical control problems using genetic algorithm.
3. Ant-colony search techniques for solving optimization problems.
UNIT IV FUZZY LOGIC SYSTEM
1. Explain Introduction to crisp sets and fuzzy sets, basic fuzzy set operation and approximate reasoning.
2. Explain fuzzy logic modeling and control.
3. Explain Fuzzy logic control for nonlinear time-delay system.
UNIT V APPLICATIONS
1. Explain GA application to power system optimisation problem.
2. Identification and control of linear and nonlinear dynamic systems using Matlab-Neural Network toolbox.
3. Explain Stability analysis of Neural-Network interconnection systems.
TEXT BOOKS
1. Padhy.N.P.(2005), Artificial Intelligence and Intelligent System, Oxford University Press.
2. KOSKO,B. "Neural Networks And Fuzzy Systems", Prentice-Hall of India Pvt. Ltd., 1994.
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