A unified model framework for the multi-attribute consistent periodic vehicle routing problem

被引:4
作者
Baldoquin, Maria Gulnara [1 ]
Martinez, Jairo A. [1 ]
Diaz-Ramirez, Jenny [2 ]
机构
[1] Univ EAFIT, Dept Math Sci, Medellin, Antioquia, Colombia
[2] Univ Monterrey, Engn Dept, Monterrey, NL, Mexico
关键词
TIME WINDOWS; ALGORITHM;
D O I
10.1371/journal.pone.0237014
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
Modeling real-life transportation problems usually require the simultaneous incorporation of different variants of the classical vehicle routing problem (VRP). The periodic VRP (PVRP) is a classical extension in which routes are determined for a planning period of several days and each customer has an associated set of allowable visit schedules. This work proposes a unified model framework for PVRP that consists of multiple attributes or variants not previously addressed simultaneously, such as time-windows, time-dependence, and consistency -which guarantees the visits to customer by the same vehicle-, together with three objective functions that respond to the needs of practical problems. The numerical experimentation is focused on the effects of three factors: frequency, depot centrality, and the objective function on the performance of a general-purpose MILP solver, through the analysis of the achieved relative gaps. Results show higher sensitivity to the objective functions and to the problem sizes.
引用
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页数:27
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共 62 条
[61]   Minimum Makespan Vehicle Routing Problem with Compatibility Constraints [J].
Yu, Miao ;
Nagarajan, Viswanath ;
Shen, Siqian .
INTEGRATION OF AI AND OR TECHNIQUES IN CONSTRAINT PROGRAMMING, CPAIOR 2017, 2017, 10335 :244-253
[62]   Joint optimization of green vehicle scheduling and routing problem with time-varying speeds [J].
Zhang, Dezhi ;
Wang, Xin ;
Li, Shuangyan ;
Ni, Nan ;
Zhang, Zhuo .
PLOS ONE, 2018, 13 (02)