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Computational Intelligence in Time Series Forecasting Theory and Engineering Applications

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Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 07/2005
Edizione: 1





Trama

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.

Application-oriented 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.





Sommario

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










Altre Informazioni

ISBN:

9781852339487

Condizione: Nuovo
Collana: Advances in Industrial Control
Dimensioni: 235 x 155 mm
Formato: Copertina rigida
Illustration Notes:XXII, 372 p.
Pagine Arabe: 372
Pagine Romane: xxii


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