A robust periodic capacitated arc routing problem for urban waste collection considering drivers and crew's working time

被引:88
作者
Tirkolaee, Erfan Babaee [1 ]
Mandavi, Iraj [1 ]
Esfahani, Mir Mehdi Seyyed [2 ]
机构
[1] Mazandaran Univ Sci & Technol, Dept Ind Engn, Babol Sar, Iran
[2] Amirkabir Univ Technol, Dept Ind Engn, Tehran, Iran
关键词
Waste collection; Capacitated arc routing problem; Working time; Simulated annealing; Robust optimization; OPTIMIZATION;
D O I
10.1016/j.wasman.2018.03.015
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this paper, a novel mathematical model is developed for robust periodic capacitated arc routing problem (PCARP) considering multiple trips and drivers and crew's working time to study the uncertain nature of demand parameter. The objective function of the proposed model aims to minimize total traversed distance and total usage cost of vehicles over a planning period. To solve the problem, an improved hybrid simulated annealing algorithm (SA) is developed based on a heuristic algorithm and an efficient cooling equation. It has been proved that the performance of the proposed algorithm is acceptable in comparison with the exact solution method. Finally, the results have shown the effects of different uncertainty level of the demand parameter on the problem to be considered as a managerial overview in decision making process under uncertainty. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:138 / 146
页数:9
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