Applications of Soft Computing in Time Series Forecasting

Language: English

Published by Springer, Springer Nov 2015, 2015

3319262920 / 9783319262925

Series: Book 103 of 183 - Studies in Fuzziness and Soft Computing

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This item is printed on demand - Print on Demand Titel. Neuware -This book reports on an in-depth study of fuzzy time series (FTS) modeling. It reviews and summarizes previous research work in FTS modeling and also provides a brief introduction to other soft-computing techniques, such as artificial neural networks (ANNs), rough sets (RS) and evolutionary computing (EC), focusing on how these techniques can be integrated into different phases of the FTS modeling approach. In particular, the book describes novel methods resulting from the hybridization of FTS modeling approaches with neural networks and particle swarm optimization. It also demonstrates how a new ANN-based model can be successfully applied in the context of predicting Indian summer monsoon rainfall. Thanks to its easy-to-read style and the clear explanations of the models, the book can be used as a concise yet comprehensive reference guide to fuzzy time seriesmodeling, and will be valuable not only for graduate students, but also for researchers and professionals working for academic, business and government organizations.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 180 pp. Englisch. …

Seller Inventory # 9783319262925

Title
Applications of Soft Computing in Time Series Forecasting
Author
Pritpal Singh
Publisher
Springer, Springer Nov 2015
Publication year
2015
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319262920
ISBN 13
9783319262925
Item weight
442 grams
Dimensions
241x160x16 mm
Series
Book 103 of 183: Studies in Fuzziness and Soft Computing

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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AbeBooks seller since January 23, 2017

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