典型文献
Robust Optimization of Municipal Solid Waste Collection and Transportation with Uncertain Waste Output:A Case Study
文献摘要:
Garbage collection is an important issue in urban environmental management.With the increased awareness of urban residents regarding safety,environmental protection,and health in recent years,it is necessary to logically organize municipal solid waste collection and transportation routes while also considering economic and social benefits.This article focuses on the optimization of the waste transportation routes of garbage trucks.With the objective of minimizing transportation costs and maximizing resident satisfaction,we establish a robust optimization model for the multi-trip collection and transportation of municipal solid waste in an uncertain environment.Resident satisfaction is defined as the penalty cost against a time window constraint.The Bertsimas robust optimization method is applied to characterize the uncertainty,and the decision-making scheme of the receiving route is used to adapt to waste volume changes.We conduct a case study based on real-world data for municipal solid waste collection and transportation in the Dongcheng District of Beijing,China.The solution is validated using the CPLEX program,and the validity of the model is verified.In addition,a sensitivity analysis of related parameters is conducted to study the impacts of variations in work hour limits and time windows on the total cost and service levels,as well as their relationships with the level of robustness.This could help decision-makers make reasonable choices based on actual conditions and to balance reductions in total cost with service level improvements.
文献关键词:
中图分类号:
作者姓名:
Sicheng Zhang;Jianwen Zhang;Zhiwei Zhao;Chunlin Xin
作者机构:
School of Economics and Management,Beijing University of Chemical Technology,Beijing 100029,China;School of Mechanical Engineering,Beijing University of Chemical Technology,Beijing 100029,China
文献出处:
引用格式:
[1]Sicheng Zhang;Jianwen Zhang;Zhiwei Zhao;Chunlin Xin-.Robust Optimization of Municipal Solid Waste Collection and Transportation with Uncertain Waste Output:A Case Study)[J].系统科学与系统工程学报(英文版),2022(02):204-225
A类:
Bertsimas,Dongcheng
B类:
Robust,Optimization,Municipal,Solid,Waste,Collection,Transportation,Uncertain,Output,Case,Study,Garbage,collection,important,issue,urban,environmental,management,With,increased,awareness,residents,regarding,safety,protection,health,recent,years,necessary,logically,organize,municipal,solid,waste,transportation,routes,while,also,considering,economic,social,benefits,This,article,focuses,optimization,garbage,trucks,objective,minimizing,costs,maximizing,satisfaction,establish,model,multi,trip,Resident,defined,penalty,against,constraint,method,applied,characterize,uncertainty,decision,making,scheme,receiving,used,adapt,volume,changes,We,case,study,real,world,data,District,Beijing,China,solution,validated,using,CPLEX,program,validity,verified,In,addition,sensitivity,analysis,related,parameters,conducted,impacts,variations,work,hour,limits,windows,total,service,levels,well,their,relationships,robustness,could,help,makers,reasonable,choices,actual,conditions,balance,reductions,improvements
AB值:
0.583503
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