多车程时间窗团购车辆配送路径研究

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中图分类号:U116.2 文献标志码:A DOI: 10.13714/j.cnki.1002-3100.2025.09.023
YANG Jian, WANG Yunpeng(School ofEconomicsand Management,Anhui Universityof Science and TechnologyHuainan 232o1,China)
Abstract:Focusingonthevehicleroutingproblemof groupbuyingdeliveryvehicleswithmultipletripsandcustomertimere quirements.Inresponsetotheloweficiencyandhighcostofgroupbuyingvehicledeliveryconstraintssuchasmaximumvehicle traveldistance,veicleladandieindowarecosidered.Amedintegerprogrammingmodelisonstructedwithtegoalof minimizingtheuseofvehiclesandtotaltransportationdistance,andanimprovedantcolonyalgorithmisdesignedtosolvethe problem;usingrouletewheloperationtoparticipateintheconstructionofsolutions,introducingsimulatedannealingnewsolution acceptancecriteriaand2-optoptimizationoperatorstoavoidgetingstuck inlocaloptimal solutions,andthuschangingthe pheromoeupdatestrategy.Theefectivenessandstabiltyoftheimprovedantcolonyalgorithmhavebeenverifiedthroughvarious scale experimental examples.
Key words: multiple trips; vehicle routing problem; ant colony algorithm; simulated anealing; 2-opt optimization
0引言
随着电商行业的发展,越来越多的人有意愿在线上购买生活必需品,由此有关日常消耗用品的社区团购行业迅速发展,开展社区团购业务的企业纷纷投入市场,抢占市场份额。(剩余8807字)