Castillo / Melin

New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics

Springer

ISBN 978-3-031-55683-8

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192,59 €

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Bibliografische Daten

Fachbuch

Buch. Hardcover

2024

39 s/w-Abbildungen, 114 Farbabbildungen.

In englischer Sprache

Umfang: xii, 434 S.

Format (B x L): 15,5 x 23,5 cm

Verlag: Springer

ISBN: 978-3-031-55683-8

Weiterführende bibliografische Daten

Das Werk ist Teil der Reihe: Studies in Computational Intelligence

auch verfügbar als eBook (PDF) für 192,59 €

Produktbeschreibung

This book contains a collection of papers focused on hybrid intelligent systems based on soft computing techniques. In this book, new horizons on the theoretical developments of fuzzy logic, neural networks and optimization algorithms are envisioned. In addition, the abovementioned methods are discussed in application areas such as control and robotics, pattern recognition, medical diagnosis, decision-making, prediction and optimization of complex problems. There are a group of papers with the main theme of type-1, type-2 and type-3 fuzzy systems, which basically consists of papers that propose new concepts and algorithms based on type-1, type-2 and type-3 fuzzy logic and their applications. There is also a group of papers that offer theoretical concepts and applications of meta-heuristics in different areas. Another group of papers outlines diverse applications of hybrid intelligent systems in real problems. There are also a group papers that present theory and practice of neural networks in different applications. Finally, there are papers that offer theory and practice of optimization and evolutionary algorithms in different application areas.

Autorinnen und Autoren

Kundeninformationen

Outlines new horizons on the theoretical developments of fuzzy logic, neural networks and optimization algorithms Presents applications in areas such as intelligent control and robotics, pattern recognition and medical diagnosis Contains a collection of papers focused on hybrid intelligent systems based on soft computing techniques

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