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Parallel Genetic Algorithms for Fina...
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Horta, Nuno.
Parallel Genetic Algorithms for Financial Pattern Discovery Using GPUs
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Parallel Genetic Algorithms for Financial Pattern Discovery Using GPUs/ by João Baúto, Rui Neves, Nuno Horta.
作者:
Baúto, João.
其他作者:
Neves, Rui.
面頁冊數:
XIV, 91 p. 50 illus.online resource. :
Contained By:
Springer Nature eBook
標題:
Computational intelligence. -
電子資源:
https://doi.org/10.1007/978-3-319-73329-6
ISBN:
9783319733296
Parallel Genetic Algorithms for Financial Pattern Discovery Using GPUs
Baúto, João.
Parallel Genetic Algorithms for Financial Pattern Discovery Using GPUs
[electronic resource] /by João Baúto, Rui Neves, Nuno Horta. - 1st ed. 2018. - XIV, 91 p. 50 illus.online resource. - SpringerBriefs in Computational Intelligence,2625-3704. - SpringerBriefs in Computational Intelligence,.
Introduction -- State-of-the-Art in Pattern Recognition Techniques -- SAX/GA CPU Approach -- GPU-accelerated SAX/GA -- Conclusions and Future Work in the Field.
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. .
ISBN: 9783319733296
Standard No.: 10.1007/978-3-319-73329-6doiSubjects--Topical Terms:
568984
Computational intelligence.
LC Class. No.: Q342
Dewey Class. No.: 006.3
Parallel Genetic Algorithms for Financial Pattern Discovery Using GPUs
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