Multiple strings planing problem in maritime service network: hyper-heuristic approach

Kassem Danach; Wissam Khalil; Shahin Gelareh

doi:10.1109/TAEECE.2015.7113605

Multiple strings planing problem in maritime service network: hyper-heuristic approach

Kassem Danach, Wissam Khalil, Shahin Gelareh

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

The service network design problems arising in liner shipping industry are very intractable problems. Several exact method are proposed for such problems where almost all of them are limited by the instance size that can be resolved. In this article, we consider the problem of designing multiple strings among a set of ports, in order to maximize the industry profit. In this work, we develop hyper-heuristics by proposing different low level heuristics categorized as constructive, improvement, perturbation etc. The low level heuristics are guided by a meta-heuristic algorithm that is supported by data mining techniques to attain balancing between intensification and diversification strategies in choosing the best heuristics series to be applied.

Original language	English
Title of host publication	2015 3rd International Conference on Technological Advances in Electrical, Electronics and Computer Engineering, TAEECE 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	85-88
Number of pages	4
ISBN (Electronic)	978-1479956807
DOIs	https://doi.org/10.1109/TAEECE.2015.7113605
Publication status	Published - 1 Jun 2015
Externally published	Yes
Event	2015 3rd International Conference on Technological Advances in Electrical, Electronics and Computer Engineering - Beirut, Lebanon Duration: 29 Apr 2015 → 1 May 2015

Conference

Conference	2015 3rd International Conference on Technological Advances in Electrical, Electronics and Computer Engineering
Abbreviated title	TAEECE 2015
Country/Territory	Lebanon
City	Beirut
Period	29/04/15 → 1/05/15

Keywords

transportation
ports (computers)
planning
heuritic algorithms
delays
containers
economics

Access to Document

10.1109/TAEECE.2015.7113605

Cite this

Danach, K., Khalil, W., & Gelareh, S. (2015). Multiple strings planing problem in maritime service network: hyper-heuristic approach. In 2015 3rd International Conference on Technological Advances in Electrical, Electronics and Computer Engineering, TAEECE 2015 (pp. 85-88). Article 7113605 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/TAEECE.2015.7113605

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title = "Multiple strings planing problem in maritime service network: hyper-heuristic approach",

abstract = "The service network design problems arising in liner shipping industry are very intractable problems. Several exact method are proposed for such problems where almost all of them are limited by the instance size that can be resolved. In this article, we consider the problem of designing multiple strings among a set of ports, in order to maximize the industry profit. In this work, we develop hyper-heuristics by proposing different low level heuristics categorized as constructive, improvement, perturbation etc. The low level heuristics are guided by a meta-heuristic algorithm that is supported by data mining techniques to attain balancing between intensification and diversification strategies in choosing the best heuristics series to be applied.",

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author = "Kassem Danach and Wissam Khalil and Shahin Gelareh",

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doi = "10.1109/TAEECE.2015.7113605",

language = "English",

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booktitle = "2015 3rd International Conference on Technological Advances in Electrical, Electronics and Computer Engineering, TAEECE 2015",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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note = "2015 3rd International Conference on Technological Advances in Electrical, Electronics and Computer Engineering, TAEECE 2015 ; Conference date: 29-04-2015 Through 01-05-2015",

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Danach, K, Khalil, W & Gelareh, S 2015, Multiple strings planing problem in maritime service network: hyper-heuristic approach. in 2015 3rd International Conference on Technological Advances in Electrical, Electronics and Computer Engineering, TAEECE 2015., 7113605, Institute of Electrical and Electronics Engineers Inc., pp. 85-88, 2015 3rd International Conference on Technological Advances in Electrical, Electronics and Computer Engineering, Beirut, Lebanon, 29/04/15. https://doi.org/10.1109/TAEECE.2015.7113605

Multiple strings planing problem in maritime service network: hyper-heuristic approach. / Danach, Kassem; Khalil, Wissam; Gelareh, Shahin.
2015 3rd International Conference on Technological Advances in Electrical, Electronics and Computer Engineering, TAEECE 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 85-88 7113605.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AU - Gelareh, Shahin

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N2 - The service network design problems arising in liner shipping industry are very intractable problems. Several exact method are proposed for such problems where almost all of them are limited by the instance size that can be resolved. In this article, we consider the problem of designing multiple strings among a set of ports, in order to maximize the industry profit. In this work, we develop hyper-heuristics by proposing different low level heuristics categorized as constructive, improvement, perturbation etc. The low level heuristics are guided by a meta-heuristic algorithm that is supported by data mining techniques to attain balancing between intensification and diversification strategies in choosing the best heuristics series to be applied.

AB - The service network design problems arising in liner shipping industry are very intractable problems. Several exact method are proposed for such problems where almost all of them are limited by the instance size that can be resolved. In this article, we consider the problem of designing multiple strings among a set of ports, in order to maximize the industry profit. In this work, we develop hyper-heuristics by proposing different low level heuristics categorized as constructive, improvement, perturbation etc. The low level heuristics are guided by a meta-heuristic algorithm that is supported by data mining techniques to attain balancing between intensification and diversification strategies in choosing the best heuristics series to be applied.

KW - transportation

KW - ports (computers)

KW - planning

KW - heuritic algorithms

KW - delays

KW - containers

KW - economics

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DO - 10.1109/TAEECE.2015.7113605

M3 - Conference contribution

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BT - 2015 3rd International Conference on Technological Advances in Electrical, Electronics and Computer Engineering, TAEECE 2015

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 29 April 2015 through 1 May 2015

ER -

Multiple strings planing problem in maritime service network: hyper-heuristic approach

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Keywords

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