On the periodic hierarchical Chinese postman problem

被引:0
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作者
Muhammed Emre Keskin
Chefi Triki
机构
[1] Atatürk University,Industrial Engineering Department
[2] University of Kent,Kent Business School
[3] University of Salento,Department of Engineering for Innovation, University of Salento, Lecce, Italy
[4] Hamad bin Khalifa University,College of Sciences and Engineering
[5] Hamad Bin Khalifa University,Division of Engineering Management and Decision Sciences, College of Science and Engineering
来源
Soft Computing | 2022年 / 26卷
关键词
Hierarchical Chinese postman problem; Periodicity restrictions; Layer algorithm; Simulated annealing; Etc;
D O I
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学科分类号
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.
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页码:709 / 724
页数:15
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