Parallel Genetic Algorithms for Financial Pattern Discovery Using GPUs
Download or Read eBook Parallel Genetic Algorithms for Financial Pattern Discovery Using GPUs PDF written by João Baúto and published by Springer. This book was released on 2018-02-03 with total page 103 pages. Available in PDF, EPUB and Kindle.
Author | : João Baúto |
Publisher | : Springer |
Total Pages | : 103 |
Release | : 2018-02-03 |
ISBN-10 | : 9783319733296 |
ISBN-13 | : 331973329X |
Rating | : 4/5 (96 Downloads) |
Book Synopsis Parallel Genetic Algorithms for Financial Pattern Discovery Using GPUs by : João Baúto
Book excerpt: 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.