Computational intelligence in time series forecasting : theory and engineering applications /

Computational intelligence in time series forecasting : theory and engineering applications /

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Bibliographic Details
Author / Creator:	Palit, Ajoy K.
Imprint:	London : Springer, 2005.
Description:	1 online resource (xxi, 372 p.) : ill.
Language:	English
Series:	Advances in industrial control Advances in industrial control.
Subject:	Time-series analysis -- Data processing. Computational intelligence. Computational intelligence. Time-series analysis -- Data processing.
Format:	E-Resource Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/8875304

Hidden Bibliographic Details
Other authors / contributors:	Popović, Dobrivoje, 1931-
ISBN:	9781846281846 1846281849
Notes:	Includes bibliographical references and index. Description based on print version record.
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.
Other form:	Print version: Palit, Ajoy K. Computational intelligence in time series forecasting. London : Springer, 2005 1852339489 9781852339487

Table of 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.