On the periodic hierarchical Chinese postman problem

被引:2
作者
Keskin, Muhammed Emre [1 ,5 ]
Triki, Chefi [2 ,3 ,4 ]
机构
[1] Ataturk Univ, Ind Engn Dept, Erzurum, Turkey
[2] Univ Kent, Kent Business Sch, Canterbury, Kent, England
[3] Univ Salento, Dept Engn Innovat, Lecce, Italy
[4] Hamad Bin Khalifa Univ, Coll Sci & Engn, Doha, Qatar
[5] Hamad Bin Khalifa Univ, Coll Sci & Engn, Div Engn Management & Decis Sci, Doha, Qatar
关键词
Hierarchical Chinese postman problem; Periodicity restrictions; Layer algorithm; Simulated annealing; Etc; ARC-ROUTING PROBLEM; TRAVELING SALESMAN PROBLEM; ALGORITHM; SEARCH;
D O I
10.1007/s00500-021-06213-2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a mathematical formulation and a heuristic approach for a new variant of the Hierarchical Chinese Postman Problem (HCPP). Indeed, we introduce the concept of periodicity, and we define and solve, for the first time, the Periodic-HCPP, denoted as P-HCPP. Given that the resulting integer programming model makes use of a big number of binary variables and given the extended time horizon considered, 30 days in our case, the problem is characterized by a high level of complexity. However, our developed heuristic is able to solve instances having up to 40 nodes, 520 arcs and 5 hierarchies, whereas a general-purpose solver like Gurobi was not able to provide solutions for instances having more than 10 nodes. While the collected results are very encouraging, we provide at the end of this paper a set of possible future extensions of this work.
引用
收藏
页码:709 / 724
页数:16
相关论文
共 65 条
  • [1] A two-level evolutionary algorithm for solving the petrol station replenishment problem with periodicity constraints and service choice
    Al-Hinai, Nasr
    Triki, Chefi
    [J]. ANNALS OF OPERATIONS RESEARCH, 2020, 286 (1-2) : 325 - 350
  • [2] Alfa A.S., 1988, ENG OPTIMIZ, V14, P127
  • [3] [Anonymous], 1993, Modern heuristic techniques for combinatorial problems
  • [4] [Anonymous], 2021, GUROBI OPTIMIZER 90
  • [5] A New Ant Colony Optimization Algorithm to Solve the Periodic Capacitated Arc Routing Problem with Continuous Moves
    Batista, Guilherme, V
    Scarpin, Cassius T.
    Pecora, Jose E., Jr.
    Ruiz, Angel
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2019, 2019
  • [6] Beltrami EJ., 1974, NETWORKS, V4, P65, DOI DOI 10.1002/NET.3230040106
  • [7] The periodic rural postman problem with irregular services on mixed graphs
    Benavent, Enrique
    Corberan, Angel
    Lagana, Demetrio
    Vocaturo, Francesca
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2019, 276 (03) : 826 - 839
  • [8] Scheduling collection of recyclable material at Northern Illinois University campus using a two-phase algorithm
    Bommisetty, D
    Dessouky, M
    Jacobs, L
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 1998, 35 (3-4) : 435 - 438
  • [9] Solving the hierarchical Chinese postman problem as a rural postman problem
    Cabral, EA
    Gendreau, M
    Ghiani, G
    Laporte, G
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2004, 155 (01) : 44 - 50
  • [10] Forty Years of Periodic Vehicle Routing
    Campbell, Ann Melissa
    Wilson, Jill Hardin
    [J]. NETWORKS, 2014, 63 (01) : 2 - 15