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Minimizing the Total Service Time of Discrete Dynamic Berth Allocation Problem by an Iterated Greedy Heuristic
Berth allocation is the forefront operation performed when ships arrive at a port and is a critical task in container port optimization. Minimizing the time ships spend at berths constitutes an important objective of berth allocation problems. This study focuses on the discrete dynamic berth allocat...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4175388/ https://www.ncbi.nlm.nih.gov/pubmed/25295295 http://dx.doi.org/10.1155/2014/218925 |
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author | Lin, Shih-Wei Ying, Kuo-Ching Wan, Shu-Yen |
author_facet | Lin, Shih-Wei Ying, Kuo-Ching Wan, Shu-Yen |
author_sort | Lin, Shih-Wei |
collection | PubMed |
description | Berth allocation is the forefront operation performed when ships arrive at a port and is a critical task in container port optimization. Minimizing the time ships spend at berths constitutes an important objective of berth allocation problems. This study focuses on the discrete dynamic berth allocation problem (discrete DBAP), which aims to minimize total service time, and proposes an iterated greedy (IG) algorithm to solve it. The proposed IG algorithm is tested on three benchmark problem sets. Experimental results show that the proposed IG algorithm can obtain optimal solutions for all test instances of the first and second problem sets and outperforms the best-known solutions for 35 out of 90 test instances of the third problem set. |
format | Online Article Text |
id | pubmed-4175388 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-41753882014-10-07 Minimizing the Total Service Time of Discrete Dynamic Berth Allocation Problem by an Iterated Greedy Heuristic Lin, Shih-Wei Ying, Kuo-Ching Wan, Shu-Yen ScientificWorldJournal Research Article Berth allocation is the forefront operation performed when ships arrive at a port and is a critical task in container port optimization. Minimizing the time ships spend at berths constitutes an important objective of berth allocation problems. This study focuses on the discrete dynamic berth allocation problem (discrete DBAP), which aims to minimize total service time, and proposes an iterated greedy (IG) algorithm to solve it. The proposed IG algorithm is tested on three benchmark problem sets. Experimental results show that the proposed IG algorithm can obtain optimal solutions for all test instances of the first and second problem sets and outperforms the best-known solutions for 35 out of 90 test instances of the third problem set. Hindawi Publishing Corporation 2014 2014-09-08 /pmc/articles/PMC4175388/ /pubmed/25295295 http://dx.doi.org/10.1155/2014/218925 Text en Copyright © 2014 Shih-Wei Lin et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Lin, Shih-Wei Ying, Kuo-Ching Wan, Shu-Yen Minimizing the Total Service Time of Discrete Dynamic Berth Allocation Problem by an Iterated Greedy Heuristic |
title | Minimizing the Total Service Time of Discrete Dynamic Berth Allocation Problem by an Iterated Greedy Heuristic |
title_full | Minimizing the Total Service Time of Discrete Dynamic Berth Allocation Problem by an Iterated Greedy Heuristic |
title_fullStr | Minimizing the Total Service Time of Discrete Dynamic Berth Allocation Problem by an Iterated Greedy Heuristic |
title_full_unstemmed | Minimizing the Total Service Time of Discrete Dynamic Berth Allocation Problem by an Iterated Greedy Heuristic |
title_short | Minimizing the Total Service Time of Discrete Dynamic Berth Allocation Problem by an Iterated Greedy Heuristic |
title_sort | minimizing the total service time of discrete dynamic berth allocation problem by an iterated greedy heuristic |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4175388/ https://www.ncbi.nlm.nih.gov/pubmed/25295295 http://dx.doi.org/10.1155/2014/218925 |
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