Schedule Two-machine Flow-shop with Controllable Processing Times Using Tabu-search

Kailiang Xu; Gang Zheng

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Paper

Schedule Two-machine Flow-shop with Controllable Processing Times Using Tabu-search

Topics: Dynamic Programming; Optimization

In Proceedings of the International Conference on Operations Research and Enterprise Systems ICORES - Volume 1, 14-22, 2015 , Lisbon, Portugal

Authors: Kailiang Xu and Gang Zheng

Affiliation: Xi'an University of Technology, China

Keyword(s): Two-machine flow-shop, Controllable processing times, Heuristic, Tabu-search.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Dynamic Programming ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Methodologies and Technologies ; Operational Research ; Optimization ; Symbolic Systems

Abstract: A two-machine flow-shop scheduling problem with controllable processing times modeled by a non-linear convex resource consumption function is considered in this paper. The objective is to minimize the resource consumption that is needed to control the makespan not to exceed the given deadline. The problem is proved to be strongly NP-hard. An optimal resource allocation algorithm is designed to calculate the optimal processing times of the jobs, while the optimal or near-optimal processing sequence of the jobs is determined by a heuristic or a tabu-search algorithm.

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Paper citation in several formats:

Xu, K., Zheng and G. (2015). Schedule Two-machine Flow-shop with Controllable Processing Times Using Tabu-search. In Proceedings of the International Conference on Operations Research and Enterprise Systems - ICORES; ISBN 978-989-758-075-8; ISSN 2184-4372, SciTePress, pages 14-22. DOI: 10.5220/0005204300140022

@conference{icores15,
author={Kailiang Xu and Gang Zheng},
title={Schedule Two-machine Flow-shop with Controllable Processing Times Using Tabu-search},
booktitle={Proceedings of the International Conference on Operations Research and Enterprise Systems - ICORES},
year={2015},
pages={14-22},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005204300140022},
isbn={978-989-758-075-8},
issn={2184-4372},
}

TY - CONF

JO - Proceedings of the International Conference on Operations Research and Enterprise Systems - ICORES
TI - Schedule Two-machine Flow-shop with Controllable Processing Times Using Tabu-search
SN - 978-989-758-075-8
IS - 2184-4372
AU - Xu, K.
AU - Zheng, G.
PY - 2015
SP - 14
EP - 22
DO - 10.5220/0005204300140022
PB - SciTePress