Computational intelligence in time series forecasting : theory and engineering applications

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書誌事項

Computational intelligence in time series forecasting : theory and engineering applications

Ajoy K. Palit and Dobrivoje Popovic

(Advances in industrial control)

Springer, c2005

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注記

Includes bibliographical references and index

内容説明・目次

内容説明

Foresight in an engineering business can make the difference between success and failure, and can be vital to the effective control of industrial systems. The authors of this book harness the power of intelligent technologies individually and in combination.

目次

Part I: Introduction Computational Intelligence: An Introduction Traditional Problem Definition Part II: Basic Intelligent Computational Technologies Neural Networks Approach Fuzzy Logic Approach Evolutionary Computation Part III: Hybrid Computational Technologies Neuro-fuzzy Approach Transparent Fuzzy/Neuro-fuzzy Modeling Evolving Neural and Fuzzy Systems Adaptive Genetic Algorithms Part IV: Recent Developments The State of the Art and Development Trends

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