Soft Computing is a topical area of research which plays a major role in the development of intelligent, adaptive systems. The combination of fuzzy-logic, neural networks and genetic algorithms to hybrid methods unites the advantages of these three approaches. There was a strong need for a compact presentation of the theoretical foundations and their application to practical problems. This is possibly the first work to cover adaptive fuzzy systems, neuro-fuzzy systems and genetic-fuzzy systems in detail. It is a practical guide for everybody concerned with fuzzy control applications to real world problems.
Sprache
Verlagsort
Zielgruppe
Für höhere Schule und Studium
Für Beruf und Forschung
Maße
Höhe: 240 mm
Breite: 170 mm
ISBN-13
978-3-527-40226-7 (9783527402267)
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Schweitzer Klassifikation
Soft computing; fuzzy logic; neural networks; evolutionary algorithms; hybrid approaches; fuzzy systems; fuzzy set theory; fuzzy control; adaptive fuzzy-control; neural networks; neuro-fuzzy systems; evolutionary algorithms; genetic fuzzy-systems; genetic neuro-fuzzy systems; stability analysis of fuzzy control systems.
