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Parallel Genetic Algorithms for Financial Pattern Discovery Using GPUs

Paperback Engels 2018 9783319733289
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

This Brief presents a study of SAX/GA, an algorithm to optimize market trading strategies, to understand how the sequential implementation of SAX/GA and genetic operators work to optimize possible solutions. This study is later used as the baseline for the development of parallel techniques capable of exploring the identified points of parallelism that simply focus on accelerating the heavy duty fitness function to a full GPU accelerated GA. 

Specificaties

ISBN13:9783319733289
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing

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Inhoudsopgave

Introduction.- State-of-the-Art in Pattern Recognition Techniques.- SAX/GA CPU Approach.- GPU-accelerated SAX/GA.- Conclusions and Future Work in the Field.

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        Parallel Genetic Algorithms for Financial Pattern Discovery Using GPUs