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Book Cover
Author Palit, Ajoy K

Title Computational intelligence in time series forecasting : theory and engineering applications / Ajoy K. Palit and Dobrivoje Popovic
Published London : Springer, 2005


Description 1 online resource (xxi, 372 pages) : illustrations
Series Advances in industrial control
Advances in industrial control.
Contents Computational Intelligence: An Introduction; Traditional Problem Definition; Neural Networks Approach; Fuzzy Logic Approach; Evolutionary Computation; Neuro-fuzzy Approach; Transparent Fuzzy/Neuro-fuzzy Modelling; Evolving Neural and Fuzzy Systems; Adaptive Genetic Algorithms; State of the Art and Development Trends
Summary Deals with the power of intelligent technologies individually and in combination. This book includes examples of the particular systems and processes susceptible to each technique. It is suitable for industrial training purposes, as well as serving as a useful reference material for experimental researchers
Bibliography Includes bibliographical references and index
Notes Print version record
In Springer e-books
Subject Time-series analysis -- Data processing
Computational intelligence.
Fuzzy systems.
MATHEMATICS -- Probability & Statistics -- Time Series.
Computational intelligence.
Série chronologique -- Informatique.
Intelligence informatique.
Systèmes flous.
Time-series analysis -- Data processing.
Fuzzy systems.
Computational intelligence.
Time-series analysis -- Data processing.
Form Electronic book
Author Popović, Dobrivoje, 1931-
ISBN 9781846281846