Release Time:2019-03-11  Hits:

Indexed by: Conference Paper

Date of Publication: 2015-08-26

Included Journals: Scopus、CPCI-S、EI

Page Number: 8-12

Key Words: PSO; AWS; GPU; CUDA; parallel process

Abstract: The algorithm of Particle Swarm Optimization (PSO) will be very time-consuming when deal with the large-scale problem. A parallel algorithm of PSO based on CUDA in the AWS Cloud is approached to speed up the process and improve the efficiency of the algorithm. The experimental results demonstrate up to 80 times speedup compared to run the PSO algorithm on local CPU.