EE2025 Intelligent Control Important Questions - 7th Semester EEE Important Questions

EE2025 Intelligent Control Important Questions Nov Dec 2013 - Anna University Part B EE2025 Intelligent Control Important Questions - 7th Semester EEE Important Questions

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.