Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization

• Corporate Author: SpringerLink (Online service)
• Other Authors: Melin, Patricia (Editor), Castillo, Oscar (Editor), Kacprzyk, Janusz (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Series: Studies in Computational Intelligence, 601
• Subjects: Engineering.; Artificial intelligence.; Mathematical optimization.; Computational intelligence.; Control engineering.; Robotics.; Mechatronics.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Optimization.; Control, Robotics, Mechatronics.

This book presents recent advances on the design of intelligent systems based on fuzzy logic, neural networks and nature-inspired optimization and their application in areas such as, intelligent control and robotics, pattern recognition, time series prediction and optimization of complex problems. T...

Table of Contents:

• Part I Fuzzy Logic Theory
• Part II Neural Networks Theory
• Part III Neural Networks Applications
• Part IV Nature Inspired Optimization
• Part V Nature Inspired Optimization Applications
• Part VI Optimization: Theory and Applications
• Part VII Fuzzy Logic Applications
• Part VIII Fuzzy Logic and Metaheuristic.