Keskin, Muhammed Emre, Triki, Chefi (2022) On the periodic hierarchical Chinese postman problem. Soft Computing, 26 (2). pp. 709-724. ISSN 1432-7643. (doi:10.1007/s00500-021-06213-2) (KAR id:101953)
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Official URL: https://doi.org/10.1007/s00500-021-06213-2 |
Abstract
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 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.
Item Type: | Article |
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DOI/Identification number: | 10.1007/s00500-021-06213-2 |
Uncontrolled keywords: | Hierarchical Chinese postman problem, periodicity restrictions, layer algorithm, simulated annealing |
Subjects: | H Social Sciences > H Social Sciences (General) |
Divisions: | Divisions > Kent Business School - Division > Department of Analytics, Operations and Systems |
Funders: | University of Kent (https://ror.org/00xkeyj56) |
Depositing User: | Chefi Triki |
Date Deposited: | 05 Jul 2023 14:32 UTC |
Last Modified: | 05 Nov 2024 13:08 UTC |
Resource URI: | https://kar.kent.ac.uk/id/eprint/101953 (The current URI for this page, for reference purposes) |
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