Baúto, JoãoNeves, Rui
Springer International Publishing (Cham, Switzerland , 2018) (eng) English9783319733296SpringerBriefs in computational intelligence1st ed. PATTERN RECOGNITION SYSTEMS; UnknownThis 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. .
Physical dimension
1 online resource (xiv, 91 p.)Unknownill.
Summary / review / table of contents
Introduction --
State-of-the-Art in Pattern Recognition Techniques --
SAX/GA CPU Approach --
GPU-accelerated SAX/GA --
Conclusions and Future Work in the Field.