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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Spis treści
Introduction.- Market Analysis Background and Related Work.- SAX-GA Approach.- Results.- Conclusions and Future Work.
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Język Angielski ● Format PDF ● Strony 81 ● ISBN 9783642331107 ● Rozmiar pliku 5.0 MB ● Wydawca Springer Berlin ● Miasto Heidelberg ● Kraj DE ● Opublikowany 2012 ● Do pobrania 24 miesięcy ● Waluta EUR ● ID 5239064 ● Ochrona przed kopiowaniem Społeczny DRM
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