Intelligent Systems - ME69700
Credit Hours: 3
Learning Objective:
The objective of this course is to provide a thorough introduction to the field of soft computing techniques and machine learning to modeling, optimization, and control. It highlights current topics and applications, addresses issues encountered in the development of applied systems, and describes a wide range of intelligent systems techniques, including neural networks, fuzzy logic, evolutionary strategies, and genetic algorithms. The course also demonstrates concepts through simulation examples and practical experimental results. Case studies are also presented from each field to facilitate understanding.
Textbooks:
Required Texts: Intelligent Systems - Modeling, Optimization and Control, by Yung C. Shin and Chengying Xu, CRC Press, Taylor & Francis Group, 2009