A parallel simulated annealing solution for VRPTW based on GPU acceleration
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论文类型:期刊论文
发表时间:2010-01-01
发表刊物:Smart Innovation, Systems and Technologies
收录刊物:Scopus、EI
卷号:4
页面范围:201-208
ISSN号:21903018
摘要:In order to improve the performance of simulated annealing (SA) algorithm while solving the large scale vehicle routing problem with time window(VRPTW), we propose a parallel SA(PSA) algorithm based on GPU-acceleration, which maps parallel SA algorithm to thread block executing on consumer-level graphics cards. The analytical results demonstrate that the method we proposed increases the population size, speeds up its execution and provides ordinary users with a feasible PSA solution. ? Springer-Verlag Berlin Heidelberg 2010.
