李建明

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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A Parallel Simulated Annealing Solution for VRPTW Based on GPU Acceleration

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论文类型:会议论文

发表时间:2010-01-01

收录刊物:CPCI-S

卷号:4

页面范围:201-+

关键字:VRPTW; PSA; GPU; CUDA

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 CPU-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.