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个人信息Personal Information
副教授
硕士生导师
性别：男
毕业院校：大连理工大学
学位：博士
所在单位：计算机科学与技术学院
电子邮箱：lijm@dlut.edu.cn
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Parallel Particle swarm optimization Algorithm based on CUDA in the AWS Cloud
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论文类型：会议论文
发表时间：2015-08-26
收录刊物：EI、CPCI-S、Scopus
页面范围：8-12
关键字：PSO; AWS; GPU; CUDA; parallel process
摘要：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.