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Authors: Jozef Grabowski and Jaroslaw Pempera

Affiliation: Wroclaw University of Technology, Institute of Engineering Cybernetics, Poland

Keyword(s): Flow-shop scheduling; Blocking; Makespan; Local search; Tabu Search.

Related Ontology Subjects/Areas/Topics: Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Optimization Algorithms

Abstract: This paper develops a fast tabu search algorithm to minimize makespan in a flow shop problem with blocking. We present a fast heuristic algorithm based on tabu search approach. In the algorithm the multimoves are used that consist in performing several moves simultaneously in a single iteration of algorithm and guide the search process to more promising areas of the solutions space, where good solutions can be found. It allow us to accelerate the convergence of the algorithm. Besides, in the algorithm a dynamic tabu list is used that assists additionally to avoid being trapped at a local optimum. The proposed algorithm is empirically evaluated and found to be relatively more effective in finding better solutions in a much shorter time.

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Paper citation in several formats:
Grabowski, J. and Pempera, J. (2005). A FAST TABU SEARCH ALGORITHM FOR FLOW SHOP PROBLEM WITH BLOCKING. In Proceedings of the Second International Conference on Informatics in Control, Automation and Robotics - Volume 4: ICINCO; ISBN 972-8865-29-5; ISSN 2184-2809, SciTePress, pages 71-76. DOI: 10.5220/0001160900710076

@conference{icinco05,
author={Jozef Grabowski. and Jaroslaw Pempera.},
title={A FAST TABU SEARCH ALGORITHM FOR FLOW SHOP PROBLEM WITH BLOCKING},
booktitle={Proceedings of the Second International Conference on Informatics in Control, Automation and Robotics - Volume 4: ICINCO},
year={2005},
pages={71-76},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001160900710076},
isbn={972-8865-29-5},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the Second International Conference on Informatics in Control, Automation and Robotics - Volume 4: ICINCO
TI - A FAST TABU SEARCH ALGORITHM FOR FLOW SHOP PROBLEM WITH BLOCKING
SN - 972-8865-29-5
IS - 2184-2809
AU - Grabowski, J.
AU - Pempera, J.
PY - 2005
SP - 71
EP - 76
DO - 10.5220/0001160900710076
PB - SciTePress

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