Computational Intelligence in Time Series Forecasting

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160,49 

Theory and Engineering Applications, Advances in Industrial Control

ISBN: 1852339489
ISBN 13: 9781852339487
Autor: Palit, Ajoy K/Popovic, Dobrivoje
Verlag: Springer Verlag GmbH
Umfang: xxii, 372 S.
Erscheinungsdatum: 01.07.2005
Auflage: 1/2005
Format: 2.5 x 24.2 x 16.4
Gewicht: 693 g
Produktform: Gebunden/Hardback
Einband: Gebunden
Artikelnummer: 1659837 Kategorie:

Beschreibung

Foresight in an engineering enterprise can make the difference between success and failure, and can be vital to the effective control of industrial systems. Applying time series analysis in the on-line milieu of most industrial plants has been problematic owing to the time and computational effort required. The advent of soft computing tools offers a solution. The authors harness the power of intelligent technologies individually and in combination. Examples of the particular systems and processes susceptible to each technique are investigated, cultivating a comprehensive exposition of the improvements on offer in quality, model building and predictive control and the selection of appropriate tools from the plethora available. Applicationoriented engineers in process control, manufacturing, production industry and research centres will find much to interest them in this book. It is suitable for industrial training purposes, as well as serving as valuable reference material for experimental researchers.

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E-Mail: juergen.hartmann@springer.com

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