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A parallel simulated annealing solution for VRPTW based on GPU acceleration

Release Time:2019-03-11  Hits:

Indexed by: Journal Article

Date of Publication: 2010-01-01

Journal: Smart Innovation, Systems and Technologies

Included Journals: Scopus、EI

Volume: 4

Page Number: 201-208

ISSN: 21903018

Abstract: 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.

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