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Authors: N. C. Tsourveloudis 1 ; L. Doitsidis 1 and S. Ioannidis 2

Affiliations: 1 Technical University of Crete, Greece ; 2 University of the Aegean, Greece

Keyword(s): Work-In-Process, Backlog, Fuzzy Scheduling, Evolutionary Algorithms, Manufacturing Systems.

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

Abstract: An Evolutionary Algorithm (EA) strategy for the optimization of generic Work-In-Process (WIP) scheduling fuzzy controllers is presented. The EA is used to tune a set of fuzzy control modules which are used for distributed and supervisory WIP scheduling. The distributed controllers objective is to control the rate in each production stage so that satisfies the demand for final products while reducing WIP within the system. The EA identifies the parameters for which the fuzzy controller performs optimal with respect to WIP and backlog minimization. The proposed strategy is compared to known heuristically tuned fuzzy control approaches. Simulation results show that the EA strategy improves system’s performance.

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Paper citation in several formats:
C. Tsourveloudis, N.; Doitsidis, L. and Ioannidis, S. (2005). OPTIMIZED FUZZY SCHEDULING OF MANUFACTURING SYSTEMS. 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 196-201. DOI: 10.5220/0001184401960201

@conference{icinco05,
author={N. {C. Tsourveloudis}. and L. Doitsidis. and S. Ioannidis.},
title={OPTIMIZED FUZZY SCHEDULING OF MANUFACTURING SYSTEMS},
booktitle={Proceedings of the Second International Conference on Informatics in Control, Automation and Robotics - Volume 4: ICINCO},
year={2005},
pages={196-201},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001184401960201},
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 - OPTIMIZED FUZZY SCHEDULING OF MANUFACTURING SYSTEMS
SN - 972-8865-29-5
IS - 2184-2809
AU - C. Tsourveloudis, N.
AU - Doitsidis, L.
AU - Ioannidis, S.
PY - 2005
SP - 196
EP - 201
DO - 10.5220/0001184401960201
PB - SciTePress

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