Flexible Neuro-fuzzy Systems: Structures, Learning and Performance Evaluation

Flexible Neuro-Fuzzy Systems is the only book that proposes a flexible approach to fuzzy modeling and fills the gap in existing literature. This book introduces new fuzzy systems which outperform previous approaches to system modeling and classification, and has the following features:-Provides a framework for unification, construction and development of neuro-fuzzy systems;-Presents complete algorithms in a systematic and structured fashion, facilitating understanding and implementation,-Covers not only advanced topics but also fundamentals of fuzzy sets,-Includes problems and exercises following each chapter,-Illustrates the results on a wide variety of simulations,-Provides tools for possible applications in business and economics, medicine and bioengineering, automatic control, robotics and civil engineering.