João Baúto,
Rui Neves,
Nuno Horta
Springer International Publishing
e druk, 2018
9783319733289
Parallel Genetic Algorithms for Financial Pattern Discovery Using GPUs
Specificaties
Paperback, blz.
|
Engels
Springer International Publishing |
2018
ISBN13: 9783319733289
Rubricering
Onderdeel van serie
SpringerBriefs in Applied Sciences and Technology
Levertijd ongeveer 9 werkdagen
Gratis verzonden
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
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.