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portada Parallel Genetic Algorithms for Financial Pattern Discovery Using Gpus (Springerbriefs in Applied Sciences and Technology)
Type
Physical Book
Publisher
Author
Year
2018
Language
English
Pages
108
Format
Paperback
ISBN13
9783319733289
Edition No.
1
Categories

Parallel Genetic Algorithms for Financial Pattern Discovery Using Gpus (Springerbriefs in Applied Sciences and Technology)

João Baúto; Rui Neves; Nuno Horta (Author) · Springer · Paperback

Parallel Genetic Algorithms for Financial Pattern Discovery Using Gpus (Springerbriefs in Applied Sciences and Technology) - João Baúto; Rui Neves; Nuno Horta

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Synopsis "Parallel Genetic Algorithms for Financial Pattern Discovery Using Gpus (Springerbriefs in Applied Sciences and Technology) "

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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