计算机应用与软件2018，Vol.35Issue(5)：21-26,119,7.DOI:10.3969/j.issn.1000-386x.2018.05.004
不确定情况下集装箱多式联运多目标规划
MULTI-TARGET PLANNING OF CONTAINER MULTIMODAL TRANSPORT UNDER UNCERTAINTY
摘要
Abstract
Multimodal transport combines the advantages of various modes of transport to provide flexible,reliable and environmentally-friendly options for transporting large volumes of goods over long distances.However, the multimodal transport network is very complicated and needs to respond to the dynamic and uncertainties of the upstream operations in a timely manner.At the same time,it is also necessary to take into account the multiple objectives of contradicting the law of benefits.Therefore,it is necessary to study how to choose the optimal transportation route and transportation mode to meet the transport requirements of multimodal transport operators.This article took full account of several optimization objectives in the multimodal container transport process, adding to the carbon emissions and capacity constraints of the transshipment hub in addition to the time and cost of general concern.In order to bring the model closer to the real transport situation,uncertainties in the multimodal container transport were also taken into account.A multi-objective optimization model with uncertain information was constructed by using a multi-objective function with random uncertainties.MATLAB was used to solve the case by using a PSO with random variables rather than converting to a single objective function.The feasible combination of transportation route and mode of transportation was obtained so as to provide the decision-making scheme for container multimodal transport operators in the choice of appropriate modes of transport and transport routes under uncertain conditions.关键词
不确定情况/集装箱多式联运/多目标规划/多目标粒子群算法Key words
Uncertainty/Container multimodal transport/Multi-target planning/Multi-objective/particle swarm/optimization分类
信息技术与安全科学引用本文复制引用
甄远迪,杨斌..不确定情况下集装箱多式联运多目标规划[J].计算机应用与软件,2018,35(5):21-26,119,7.基金项目
上海市科委科研计划项目(14DZ2280200) （14DZ2280200）
上海市基础研究重点项目(15590501800) （15590501800）
交通运输部科技项目(2015328810160) （2015328810160）
上海市科委科技创新行动计划项目(14170501500) （14170501500）
教育部人文社会科学研究青年基金项目(15YJC630145,15YJC630059). （15YJC630145,15YJC630059）
