A Hybrid Tabu Search Algorithm for the Variable Periodic Vehicle Routing Problem

被引:2
|
作者
Liao, Ching-Jong [1 ]
Lee, Cheng-Hsiung [2 ]
Chen, Wan-Yin [1 ]
机构
[1] Natl Taiwan Univ Sci & Technol, Dept Ind Management, Taipei 106, Taiwan
[2] Chihlee Univ Technol, Dept Int Trade, 313,Sect 1,Wunhua Rd, New Taipei 22050, Taiwan
关键词
Lean production; Variable periodic vehicle routing problem; Total transportation cost; Hybrid tabu search; NEIGHBORHOOD SEARCH;
D O I
10.1007/s13369-016-2255-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper presents a real-life variable periodic vehicle routing problem (VPVRP) which is originated from an auto parts company. The idea of lean production has been applied in the production of the auto parts manufacturer. The VPVRP consists of the assignment of a pickup schedule for each of its supplier's locations and also the establishment of daily routes in order to minimize total transportation cost. Since the problem is a special case of the periodic vehicle routing problem, several initial solution algorithms and a hybrid tabu search (HTS) are developed for solving the problem. There are distinctive features in the HTS, including the intensification strategy, the diversification strategy, and the combination of tabu search with the switch mechanism. The computational results show that the proposed initial algorithms and the HTS outperform the current scheduling method used by the case plant with a significant improvement.
引用
收藏
页码:513 / 535
页数:23
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