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Research on Ant Colony Algorithm in Vehicle Operation Adjustment Based on IOT

Research on Ant Colony Algorithm in Vehicle Operation Adjustment Based on IOT
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摘要 Automatic solution of vehicle operation adjustment is the important content in realizing vehicle traffic command automation on Internet of Things platform. Based on both the organization realization of Internet of Things platform and the merging vehicle operation adjustment into the Flow-Shop scheduling problem in manufacturing systems,this paper has constructed the optimization model with a two-lane vehicle operation adjustment. With respect to the large model solution space and complex constraints,a better solution algorithm is proposed based on ant colony algorithm for optimal quick solution. The simulation results show that the algorithm is feasible and the approximate optimal solution can be quickly obtained. Automatic solution of vehicle operation adjustment is the important content in realizing vehicle traffic command automation on Internet of Things platform. Based on both the organization realization of Internet of Things platform and the merging vehicle operation adjustment into the Flow-Shop scheduling problem in manufacturing systems, this paper has constructed the optimization model with a two-lane vehicle operation adjustment. With respect to the large model solution space and complex constraints, a better solution algorithm is proposed based on ant colony algorithm for optimal quick solution. The simulation results show that the algorithm is feasible and the approximate optimal solution can be quickly obtained.
作者 Xian-Min Wei
出处 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2013年第2期17-21,共5页 哈尔滨工业大学学报(英文版)
基金 Sponsored by the Natural Science Foundation of Shandong Province(Grant No.ZR2011FL006) 2012 International Cooperation Training Fund of Outstanding Young Backbone Teachers of Colleges and Universities in Shandong Province,and Shandong Province Science,2012 Shandong ProvinceSpark Program and Technology Development Plan(Grant No.2011YD01044)
关键词 vehicles operation adjustment flow-shop scheduling optimization model ant colony algorithm vehicles operation adjustment flow-shop scheduling optimization model ant colony algorithm
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