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.
Oscar Castillo & Patricia Melin
New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics [EPUB ebook]
New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics [EPUB ebook]
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Lingua Inglese ● Formato EPUB ● ISBN 9783031556845 ● Editore Oscar Castillo & Patricia Melin ● Casa editrice Springer Nature Switzerland ● Pubblicato 2024 ● Scaricabile 3 volte ● Moneta EUR ● ID 9463153 ● Protezione dalla copia Adobe DRM
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