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Author: Nikos C. Tsourveloudis

Affiliation: Technical University of Crete, Greece

ISBN: 978-989-8111-99-9

Keyword(s): Production Networks, Work-In-Process, Fuzzy Control, Evolutionary Algorithms, Controller Design.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Computational Intelligence ; Enterprise Information Systems ; Formal Methods ; Fuzzy Control ; Fuzzy Systems ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Planning and Scheduling ; Simulation and Modeling ; Soft Computing ; Symbolic Systems

Abstract: The effectiveness of evolutionary optimized fuzzy controllers for production scheduling has been proven in the past. The objective of the control/scheduling task in this context, is to continuously adjust the production rate in a way that: 1) satisfies the demand for final products, 2) keeps the inventory as low as possible. The evolutionary optimization identifies fuzzy control solutions which simultaneously satisfy those restrictions. The important question here is: How robust and generic is the outcome of the evolutionary process? In this paper we face this question by testing the evolutionary tuned fuzzy controllers under several demand patterns, as the actual demand might be different from those used for evolution\optimization. Extensive simulations of a supervisory controller identify the performance of the evolutionary-fuzzy strategy in comparison to a pure knowledge based one.

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Paper citation in several formats:
C. Tsourveloudis N. and (2009). ON THE WORK-IN-PROCESS CONTROL OF PRODUCTION NETWORKS.In Proceedings of the 6th International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO, ISBN 978-989-8111-99-9, pages 222-227. DOI: 10.5220/0002208202220227

@conference{icinco09,
author={Nikos {C. Tsourveloudis}},
title={ON THE WORK-IN-PROCESS CONTROL OF PRODUCTION NETWORKS},
booktitle={Proceedings of the 6th International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO,},
year={2009},
pages={222-227},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002208202220227},
isbn={978-989-8111-99-9},
}

TY - CONF

JO - Proceedings of the 6th International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO,
TI - ON THE WORK-IN-PROCESS CONTROL OF PRODUCTION NETWORKS
SN - 978-989-8111-99-9
AU - C. Tsourveloudis, N.
PY - 2009
SP - 222
EP - 227
DO - 10.5220/0002208202220227

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