Stochastic Mobile Facility Routing and Scheduling Problem

被引:0
|
作者
Lei, Chao [1 ]
Lin, Wei-Hua [2 ]
Miao, Lixin [3 ]
Qi, Mingyao [3 ]
机构
[1] Tsinghua Univ, Dept Ind Engn, Beijing 100084, Peoples R China
[2] Univ Arizona, Dept Syst & Ind Engn, Tucson, AZ 85721 USA
[3] Tsinghua Univ, Grad Sch Shenzhen, Modern Logist Res Ctr, Beijing 518055, Peoples R China
基金
中国国家自然科学基金;
关键词
NETWORK DESIGN; PATH PROBLEM; LOCATION; TOUR; ALGORITHMS; RELOCATION; PROGRAMS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We consider the mobile facility routing and scheduling problem with stochastic demand (MFRSPSD). MFRSPSD simultaneously determines the route and schedule of a fleet of mobile facilities which serve customers with uncertain demand in order to minimize the total cost generated over the planning horizon. The problem is formulated as a two-stage stochastic programming model, in which the first stage decision deals with the temporal and spatial movement of the MFs and the second stage handles how MFs serve customer demands. An algorithm based on the multicut version of L-shaped method is developed. The computational results show that the algorithm yields high quality upper and lower bounds within reasonable computation time for medium scale problems.
引用
收藏
页码:1823 / 1828
页数:6
相关论文
共 50 条
  • [31] Stochastic optimization models for a home service routing and appointment scheduling problem with random travel and service times
    Tsang, Man Yiu
    Shehadeh, Karmel S.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2023, 307 (01) : 48 - 63
  • [32] A parallel matheuristic for the technician routing and scheduling problem
    Pillac, V.
    Gueret, C.
    Medaglia, A. L.
    OPTIMIZATION LETTERS, 2013, 7 (07) : 1525 - 1535
  • [33] Home health care scheduling and routing problem
    Linero, Melissa
    Alvarez-Pomar, Lindsay
    Sanchez, Andres
    2019 14TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI), 2019,
  • [34] Technician Routing and Scheduling Problem: A Case Study
    Nunes, Cesar
    Lopes, Manuel P.
    QUALITY INNOVATION AND SUSTAINABILITY, ICQIS 2022, 2023, : 399 - 408
  • [35] A sequential GRASP for the therapist routing and scheduling problem
    Jonathan F. Bard
    Yufen Shao
    Ahmad I. Jarrah
    Journal of Scheduling, 2014, 17 : 109 - 133
  • [36] Stochastic vehicle routing and scheduling using a heuristic approach
    Taniguchi, E
    Yamada, T
    Takauchi, T
    URBAN TRANSPORT V: URBAN TRANSPORT AND THE ENVIRONMENT FOR THE 21ST CENTURY, 2000, 5 : 311 - 320
  • [37] An Optimization Model for Vehicle Scheduling and Routing Problem
    Tokmak, Tunay
    Erdogan, Mehmet Serdar
    Kazancoglu, Yigit
    DIGITIZING PRODUCTION SYSTEMS, ISPR2021, 2022, : 630 - 638
  • [38] Decision support for the technician routing and scheduling problem
    Gamst, Mette
    Pisinger, David
    NETWORKS, 2024, 83 (01) : 169 - 196
  • [39] A Genetic Algorithm for a Workforce Scheduling and Routing Problem
    Algethami, Haneen
    Pinheiro, Rodrigo Lankaites
    Landa-Silva, Dario
    2016 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2016, : 927 - 934
  • [40] A sequential GRASP for the therapist routing and scheduling problem
    Bard, Jonathan F.
    Shao, Yufen
    Jarrah, Ahmad I.
    JOURNAL OF SCHEDULING, 2014, 17 (02) : 109 - 133