location: Current position: Home >> Scientific Research >> Paper Publications

A parallel simulated annealing solution for VRPTW based on GPU acceleration

Hits:

Indexed by:期刊论文

Date of Publication:2010-01-01

Journal:Smart Innovation, Systems and Technologies

Included Journals:EI、Scopus

Volume:4

Page Number:201-208

ISSN No.: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.

Pre One:A Parallel Simulated Annealing Solution for VRPTW Based on GPU Acceleration

Next One:A Parallel Algorithm of Handwritten Digits Recogintion Based on Artificial Neural Network with GPU-acceleration