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A Simulated Annealing Approach tothe Train Routing and Makeup

A Simulated Annealing Approach tothe Train Routing and Makeup
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摘要 This paper presents the formulation and solution of a train routing and makeupmodel.This formulation results in a large scale 0-1 integer programmingproblem with nonlinear objective function, and linear and nonlinearcoastraints. We know this problem is NP-complete;hence,it is diffieult to solvefor a globelly optimal solution. In this paper we propose a simulated annealingalgorithm for the train routing and makeup problem. This method avoidsentrapment in the local minima of the objective function. The effectiveness ofthis approach has been demonstrasted by results from test casee, This paper presents the formulation and solution of a train routing and makeupmodel.This formulation results in a large scale 0-1 integer programmingproblem with nonlinear objective function, and linear and nonlinearcoastraints. We know this problem is NP-complete;hence,it is diffieult to solvefor a globelly optimal solution. In this paper we propose a simulated annealingalgorithm for the train routing and makeup problem. This method avoidsentrapment in the local minima of the objective function. The effectiveness ofthis approach has been demonstrasted by results from test casee,
出处 《Journal of Modern Transportation》 1994年第1期49-56,共8页 现代交通学报(英文版)
关键词 simulated annealing freight train makeup plan train routing nonlinear 0-1programming simulated annealing, freight train makeup plan, train routing , nonlinear 0-1programming
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