PREEMPTIVE SCHEDULING IN A TWO-STAGE MULTIPROCESSOR FLOWSHOP WITH RESOURCE CONSTRAINTS

Ewa Figielska

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Paper

PREEMPTIVE SCHEDULING IN A TWO-STAGE MULTIPROCESSOR FLOWSHOP WITH RESOURCE CONSTRAINTS

Topics: Genetic Algorithms; Optimization Algorithms

In Proceedings of the Third International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO, 130-135, 2006 , Setúbal, Portugal

Author: Ewa Figielska

Affiliation: Warsaw School of Computer Science, Poland

Keyword(s): Two-stage flowshop, Parallel machines, Resource constraints, Column generation algorithm, Genetic algorithm.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Computing ; Genetic Algorithms ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Optimization Algorithms ; Soft Computing

Abstract: A heuristic combining the column generation technique and a genetic algorithm is proposed for solving the problem of preemptive scheduling in a two-stage flowshop with parallel unrelated machines and renewable resources at the first stage and a single machine at the second stage. The objective is to minimize the makespan. The lower bound on the optimal makespan is derived to be used in the performance analysis of the heuristic. The performance of the heuristic is analyzed by a computational experiment. The results show that the heuristic is able to find near-optimal solutions in reasonable computation time.

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Paper citation in several formats:

Figielska, E. (2006). PREEMPTIVE SCHEDULING IN A TWO-STAGE MULTIPROCESSOR FLOWSHOP WITH RESOURCE CONSTRAINTS. In Proceedings of the Third International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO; ISBN 978-972-8865-59-7; ISSN 2184-2809, SciTePress, pages 130-135. DOI: 10.5220/0001220101300135

@conference{icinco06,
author={Ewa Figielska.},
title={PREEMPTIVE SCHEDULING IN A TWO-STAGE MULTIPROCESSOR FLOWSHOP WITH RESOURCE CONSTRAINTS},
booktitle={Proceedings of the Third International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO},
year={2006},
pages={130-135},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001220101300135},
isbn={978-972-8865-59-7},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the Third International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO
TI - PREEMPTIVE SCHEDULING IN A TWO-STAGE MULTIPROCESSOR FLOWSHOP WITH RESOURCE CONSTRAINTS
SN - 978-972-8865-59-7
IS - 2184-2809
AU - Figielska, E.
PY - 2006
SP - 130
EP - 135
DO - 10.5220/0001220101300135
PB - SciTePress