Parallel Genetic Algorithms for Financial Pattern Discovery Using GPUs

Parallel Genetic Algorithms for Financial Pattern Discovery Using GPUs

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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. 

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Publié par
Ajouté le 03 février 2018
Nombre de lectures 0
EAN13 9783319733296
Langue English
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Parallel Genetic Algorithms for Financial Pattern Discovery Using GPUs