Parallel Genetic Algorithms for Financial Pattern Discovery Using GPUs (SpringerBriefs in Computational Intelligence) (SpringerBriefs in Applied Sciences and Technology)

by Joao Bauto, Rui F. M. F. Neves, and Nuno Horta

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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. 
  • ISBN13 9783319733289
  • Publish Date 9 February 2018
  • Publish Status Active
  • Publish Country CH
  • Imprint Springer International Publishing AG
  • Edition 1st ed. 2018
  • Format Paperback
  • Pages 91
  • Language English