Computational Intelligence in Time Series Forecasting: Theory and Engineering Applications

Author:   Ajoy K. Palit ,  Dobrivoje Popovic
Publisher:   Springer London Ltd
Edition:   Softcover reprint of hardcover 1st ed. 2005
ISBN:  

9781849969703


Pages:   372
Publication Date:   21 October 2010
Format:   Paperback
Availability:   In Print   Availability explained
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Computational Intelligence in Time Series Forecasting: Theory and Engineering Applications


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Full Product Details

Author:   Ajoy K. Palit ,  Dobrivoje Popovic
Publisher:   Springer London Ltd
Imprint:   Springer London Ltd
Edition:   Softcover reprint of hardcover 1st ed. 2005
Dimensions:   Width: 15.50cm , Height: 2.00cm , Length: 23.50cm
Weight:   0.605kg
ISBN:  

9781849969703


ISBN 10:   1849969701
Pages:   372
Publication Date:   21 October 2010
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

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.

Reviews

From the reviews: This is a monograph whose aim is of special and singular interest: to present systematic and comprehensive methods and techniques of computational intelligence and soft computing for solving forecasting and prediction problems ! of time series. The book is designed to be largely self-contained and is devoted to offer researchers, practicing engineers, and applications-oriented professionals a reference volume and a valuable guide for the design, building and execution of forecasting and prediction experiments ! . The entire monograph is sensibly structured ! . Zentralblatt MATH 1095 (2006) (Reviewer: Neculai Curteanu)


From the reviews: This is a monograph whose aim is of special and singular interest: to present systematic and comprehensive methods and techniques of computational intelligence and soft computing for solving forecasting and prediction problems ... of time series. The book is designed to be largely self-contained and is devoted to offer researchers, practicing engineers, and applications-oriented professionals a reference volume and a valuable guide for the design, building and execution of forecasting and prediction experiments ... . The entire monograph is sensibly structured ... . Zentralblatt MATH 1095 (2006) (Reviewer: Neculai Curteanu)


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