A simulated annealing heuristic for the online symmetric traveling salesman problem

被引:8
作者
Shirdel, G. H. [1 ]
Abdolhosseinzadeh, M. [1 ]
机构
[1] Univ Qom, Fac Basic Sci, Dept Math, Qom 37100, Iran
关键词
Online travelling salesman problem; Online decision problem; Discrete time Markov chain; Simulated annealing;
D O I
10.1080/02522667.2017.1367494
中图分类号
G25 [图书馆学、图书馆事业]; G35 [情报学、情报工作];
学科分类号
1205 ; 120501 ;
摘要
An online tour is created in online manner, and some nodes are decided to traverse those will be fixed and unchangeable for the next times. The exact values of costs are not available for decision maker; however, they are symmetric and satisfying the triangular inequality. A discrete time Markov chain is established in online policy times by permutation of some unfixed nodes. Then, a simulated annealing heuristic is applied to select the best state. The competitive analysis of the proposed method shows the remarkable competitive ratio 1.4203 rho - 0.4203 against the previous ones, where the initial obtained solution is rho-approximated. The experimental results reveal improvement capability of the algorithm for limited iterations.
引用
收藏
页码:1283 / 1296
页数:14
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