Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization: 601 (Studies in Computational Intelligence) - Hardcover

Hardcover

ISBN 10: 331917746X ISBN 13: 9783319177465

Verlag: Springer, 2015

Inhaltsangabe

<P>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. THE BOOK IS ORGANIZED IN EIGHT MAIN PARTS, WHICH CONTAIN A GROUP OF PAPERS AROUND A SIMILAR SUBJECT. THE FIRST PART CONSISTS OF PAPERS WITH THE MAIN THEME OF THEORETICAL ASPECTS OF FUZZY LOGIC, WHICH BASICALLY CONSISTS OF PAPERS THAT PROPOSE NEW CONCEPTS AND ALGORITHMS BASED ON FUZZY SYSTEMS. THE SECOND PART CONTAINS PAPERS WITH THE MAIN THEME OF NEURAL NETWORKS THEORY, WHICH ARE BASICALLY PAPERS DEALING WITH NEW CONCEPTS AND ALGORITHMS IN NEURAL NETWORKS. THE THIRD PART CONTAINS PAPERS DESCRIBING APPLICATIONS OF NEURAL NETWORKS IN DIVERSE AREAS, SUCH AS TIME SERIES PREDICTION AND PATTERN RECOGNITION. THE FOURTH PART CONTAINS PAPERS DESCRIBING NEW NATURE-INSPIRED OPTIMIZATION ALGORITHMS. THE FIFTH PART PRESENTS DIVERSE APPLICATIONS OF NATURE-INSPIRED OPTIMIZATION ALGORITHMS. THE SIXTH PART CONTAINS PAPERS DESCRIBING NEW OPTIMIZATION ALGORITHMS. THE SEVENTH PART CONTAINS PAPERS DESCRIBING APPLICATIONS OF FUZZY LOGIC IN DIVERSE AREAS, SUCH AS TIME SERIES PREDICTION AND PATTERN RECOGNITION. FINALLY, THE EIGHTH PART CONTAINS PAPERS THAT PRESENT ENHANCEMENTS TO META-HEURISTICS BASED ON FUZZY LOGIC TECHNIQUES. </P>

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Reseña del editor

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. The book is organized in eight main parts, which contain a group of papers around a similar subject. The first part consists of papers with the main theme of theoretical aspects of fuzzy logic, which basically consists of papers that propose new concepts and algorithms based on fuzzy systems. The second part contains papers with the main theme of neural networks theory, which are basically papers dealing with new concepts and algorithms in neural networks. The third part contains papers describing applications of neural networks in diverse areas, such as time series prediction and pattern recognition. The fourth part contains papers describing new nature-inspired optimization algorithms. The fifth part presents diverse applications of nature-inspired optimization algorithms. The sixth part contains papers describing new optimization algorithms. The seventh part contains papers describing applications of fuzzy logic in diverse areas, such as time series prediction and pattern recognition. Finally, the eighth part contains papers that present enhancements to meta-heuristics based on fuzzy logic techniques.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2015
• ISBN 10: 331917746X
• ISBN 13: 9783319177465
• Einband: Tapa dura
• Sprache: Englisch
• Anzahl der Seiten: 652
• Herausgeber: Melin Patricia, Castillo Oscar, Kacprzyk Janusz