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Authors: Imen Chaouch 1 ; Olfa Belkahla Driss 1 and Khaled Ghedira 2

Affiliations: 1 Université de la Manouba, Tunisia ; 2 Université de la Manouba and Université de Tunis, Tunisia

ISBN: 978-989-758-247-9

Keyword(s): Ant System, Distributed, Job Shop, Makespan, Scheduling, Multi-factory.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence and Decision Support Systems ; Enterprise Information Systems ; Evolutionary Programming ; Industrial Applications of Artificial Intelligence

Abstract: Globalization has opened up huge opportunities for the plant and industrial investors. The problem of single plant is now more generalised, namely, multi factory problem. This paper deals with the problem of Distributed Job shop Scheduling in multi-factories. The problem solving process consists of finding an effective way to assign jobs to factories then, to generate a good operation schedule. To make this, an Ant System algorithm is implemented. Several numerical experiments are conducted to evaluate the performance of the Ant System algorithm applied to the Distributed Job shop Scheduling, and the results show the shortcoming of the standard Ant System algorithm compared to developed algorithms in the literature.

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Paper citation in several formats:
Chaouch, I.; Belkahla Driss, O. and Ghedira, K. (2017). Weaknesses of Ant System for the Distributed Job Shop Scheduling Problem.In Proceedings of the 19th International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-989-758-247-9, pages 574-581. DOI: 10.5220/0006332405740581

@conference{iceis17,
author={Imen Chaouch. and Olfa Belkahla Driss. and Khaled Ghedira.},
title={Weaknesses of Ant System for the Distributed Job Shop Scheduling Problem},
booktitle={Proceedings of the 19th International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2017},
pages={574-581},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006332405740581},
isbn={978-989-758-247-9},
}

TY - CONF

JO - Proceedings of the 19th International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - Weaknesses of Ant System for the Distributed Job Shop Scheduling Problem
SN - 978-989-758-247-9
AU - Chaouch, I.
AU - Belkahla Driss, O.
AU - Ghedira, K.
PY - 2017
SP - 574
EP - 581
DO - 10.5220/0006332405740581

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