物流配送中的绿色车辆路径模型与求解算法研究综述
Review of green vehicle routing model and its algorithm in logistics distribution
查看参考文献86篇
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文摘
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随着绿色物流的发展,绿色车辆路径问题(green vehicle routing problem, GVRP)已引起学界的广泛关注,但关于GVRP最新研究进展的综述文献较少.首先,简要介绍GVRP基础模型和油耗/碳排放的主要测度方法;其次,根据GVRP环境效益优化目标及目标函数的构成,将GVRP模型分为油耗/碳排放最小化VRP、综合成本最小化VRP和多目标VRP三种类型,并从优化目标、油耗/碳排放的影响因素和测度模型,以及约束条件等方面进行分类综述;然后,简要介绍求解GVRP模型的精确算法、启发式算法和元启发式算法,并对应用较为普及的主要元启发式算法进行分析;最后,阐述了即时物流配送、冷链物流配送、电动车物流配送和共同物流配送等GVRP新的应用领域,指出了GVRP理论和方法的发展趋势. |
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其他语种文摘
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As green logistic emerged as a new trend, green vehicle routing problem (GVRP) has received wide attention from related fields, but literature reviews on the latest research of GVRP remain rare. Awared of this fact, this paper is intented to review several typical GVRP models and their solving algorithms. Firstly, an elementary GVRP model and several fuel consumption/carbon emission measuring methods are briefly described. Secondly, according to the optimization of environmental benefit and the composition of objective function, GVRP models are classified into tree types, i.e. fuel consumption/carbon emission minimization VRP, comprehensive cost minimization VRP and multi-objective VRP. Each model is discussed from four aspects, namely optimization objective, factors influencing fuel consumption/carbon emission, measurement models of fuel consumption/carbon emission and constraints. Then, some solving methods about GVRP such as exact algorithms, heuristic algorithms and metaheuristic algorithms are briefly introduced, and several widely used metaheuristic algorithms are analyzed. Finally, through presenting new applications of GVRP in just-in-time logistics distribution, cold chain logistics distribution, electric vehicle logistics distribution and joint logistics distribution, this paper points out the growing trend of theory and practical method of GVRP. |
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来源
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系统工程理论与实践
,2021,41(1):213-230 【核心库】
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DOI
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10.12011/setp2020-2300
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关键词
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物流配送
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绿色车辆路径问题
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油耗
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碳排放
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地址
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1.
湖南工商大学大数据与互联网创新研究院, 长沙, 410205
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湖南工商大学, 湖南省移动电子商务协同创新中心, 长沙, 410205
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语种
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中文 |
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文献类型
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综述型 |
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ISSN
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1000-6788 |
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学科
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社会科学总论;综合运输 |
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基金
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国家自然科学基金基础科学中心项目
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国家自然科学基金面上项目
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湖南省自然科学基金
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湖南省高等学校物流系统优化与运作管理科技创新团队
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文献收藏号
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CSCD:6890851
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参考文献 共
86
共5页
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|
1.
王雁凤. 考虑碳排放的港口群混合轴辐式运输网络优化.
北京理工大学学报(社会科学版),2014,16(5):42-50
|
CSCD被引
7
次
|
|
|
|
|
2.
Kara I. Energy minimizing vehicle routing problem.
International Conference on Combinatorial Optimization and Applications,2007:62-71
|
CSCD被引
5
次
|
|
|
|
|
3.
Bektas T. The pollution-routing problem.
Transportation Research Part B: Methodological,2011,45(8):1232-1250
|
CSCD被引
59
次
|
|
|
|
|
4.
Erdogan S. A green vehicle routing problem.
Transportation Research Part E: Logistics & Transporation,2012,48(1):100-114
|
CSCD被引
51
次
|
|
|
|
|
5.
Lin C. Survey of green vehicle routing problem: Past and future trends.
Expert Systems with Applications,2014,41(4):1118-1138
|
CSCD被引
20
次
|
|
|
|
|
6.
李英. 基于文献计量和知识图谱的国际绿色车辆路径问题研究发展分析.
中国管理科学,2016,24(11):206-216
|
CSCD被引
3
次
|
|
|
|
|
7.
Barth M.
Development of a heavy-duty diesel modal emissions and fuel consumption model,2005
|
CSCD被引
7
次
|
|
|
|
|
8.
Demir E. A comparative analysis of several vehicle emission models for road freight transportation.
Transportation Research Part D: Transport and Environment,2011,16(5):347-357
|
CSCD被引
23
次
|
|
|
|
|
9.
Demir E. A review of recent research on green road freight transportation.
European Journal of Operational Research,2014,237(3):775-793
|
CSCD被引
22
次
|
|
|
|
|
10.
Suzuki Y. A dual-objective metaheuristic approach to solve practical pollution routing problem.
International Journal of Production Economics,2016,176(6):143-153
|
CSCD被引
10
次
|
|
|
|
|
11.
Hickman A J.
Methodology for calculating transport emissions and energy consumption. Transportation Research Laboratory Project Report,1999
|
CSCD被引
3
次
|
|
|
|
|
12.
Kuo Y. Using simulated annealing to minimize fuel consumption for the time-dependent vehicle routing problem.
Computers & Industrial Engineering,2010,59(1):157-165
|
CSCD被引
23
次
|
|
|
|
|
13.
Xiao Y. Development of a fuel consumption optimization model for the capacitated vehicle routing problem.
Computers & Operations Research,2012,39(7):1419-1431
|
CSCD被引
60
次
|
|
|
|
|
14.
Demir E. The bi-objective pollution-routing problem.
European Journal of Operational Research,2014,232(3):464-478
|
CSCD被引
24
次
|
|
|
|
|
15.
李进. 基于碳排放与速度优化的带时间窗车辆路径问题.
系统工程理论与实践,2014,34(12):3063-3072
|
CSCD被引
31
次
|
|
|
|
|
16.
Fukasawa R. A disjunctive convex programming approach to the pollution-routing problem.
Transportation Research Part B: Methodological,2016,94(12):61-79
|
CSCD被引
5
次
|
|
|
|
|
17.
Ehmke J F. Optimizing for total costs in vehicle routing in urban areas.
Transportation Research Part E: Logistics and Transportation Review,2018,116(8):242-265
|
CSCD被引
3
次
|
|
|
|
|
18.
Peng Y. Optimization of open vehicle route to reduce fuel consumption based on genetic algorithm.
ICCTP 2009: Critical Issues In Transportation Systems Planning, Development, and Management,2009:1-7
|
CSCD被引
1
次
|
|
|
|
|
19.
Figliozzi M. Vehicle routing problem for emissions minimization.
Transportation Research Record,2010,2197(1):1-7
|
CSCD被引
13
次
|
|
|
|
|
20.
Huang Y. A study on carbon reduction in the vehicle routing problem with simultaneous pickups and deliveries.
Proceedings of 2012 IEEE International Conference on Service Operations and Logistics, and Informatics,2012:302-307
|
CSCD被引
1
次
|
|
|
|
|
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