Investment Strategies Optimization based on a SAX-GA Methodology (häftad)

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Format: Häftad (Paperback / softback)
Språk: Engelska
Antal sidor: 81
Utgivningsdatum: 2012-09-28
Upplaga: 2013 ed.
Förlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Medarbetare: Neves, Rui / Horta, Nuno
Illustratör/Fotograf: 62 schwarz-weiße und 19 farbige Abbildungen
Illustrationer: 19 Illustrations, color; 62 Illustrations, black and white; XII, 81 p. 81 illus., 19 illus. in color
Dimensioner: 226 x 152 x 8 mm
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Antal komponenter: 1
Komponenter: 1 Paperback / softback
ISBN: 9783642331091

Investment Strategies Optimization based on a SAX-GA Methodology

Name: Investment Strategies Optimization based on a SAX-GA Methodology
Price: 760.00 SEK
Availability: InStock
Author: Antnio M L Canelas, Rui F M F Neves, Nuno C G Horta
ISBN: 9783642331091

av Antnio M L Canelas, Rui F M F Neves, Nuno C G Horta

Häftad, Engelska, 2012-09-28

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This book presents a new computational finance approach combining a Symbolic Aggregate approximation (SAX) technique with an optimization kernel based on genetic algorithms (GA). While the SAX representation is used to describe the financial time series, the evolutionary optimization kernel is used in order to identify the most relevant patterns and generate investment rules. The proposed approach considers several different chromosomes structures in order to achieve better results on the trading platform The methodology presented in this book has great potential on investment markets.

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From the reviews: The book is accessible by anyone with a broad knowledge of statistics and algorithms, and an interest in finance. The nicely done, comprehensive illustrations make this complicated subject easy to understand, and compensate for the often-clumsy sentence structure. I recommend the book . (Martin Gfeller, Computing Reviews, May, 2013)

Introduction.- Market Analysis Background and Related Work.- SAX-GA Approach.- Results.- Conclusions and Future Work.