Title :
Parallel Particle Swarm Optimization Algorithm Based on CUDA in the AWS Cloud
Author :
Jianming Li;Wei Wang;Xiangpei Hu
Author_Institution :
Sch. of Comput. Sci., Dalian Univ. of Technol., Dalian, China
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.
Keywords :
"Graphics processing units","Instruction sets","Algorithm design and analysis","Parallel processing","Particle swarm optimization","Optimization","Programming"
Conference_Titel :
Frontier of Computer Science and Technology (FCST), 2015 Ninth International Conference on
DOI :
10.1109/FCST.2015.44
