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Authors: Jean-Louis Vigouroux 1 ; Sebti Foufou 2 ; Laurent Deshayes 3 ; James J. Filliben 4 ; Lawrence A. Welsch 5 and M. Alkan Donmez 5

Affiliations: 1 Laboratoire Electronique, Informatique et Image (Le2i), University of Burgundy; National Institute of Standards and Technology (NIST), United States ; 2 Laboratoire Electronique, Informatique et Image (Le2i), University of Burgundy, France ; 3 Laboratoire de Mécanique et Ingénieries, IFMA and University of Auvergne, France ; 4 Information Technology Laboratory, at NIST, United States ; 5 Manufacturing Engineering Laboratory, at NIST, United States

Keyword(s): Evolutionary algorithms, Experimental Algorithmics, Optimization of machining parameters.

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

Abstract: In this paper, a novel method for tuning the design of an evolutionary algorithm (EA) is presented. The ADT method was built from a practical point of view, for including an EA into a framework for optimizing machining processes under uncertainties. The optimization problem studied, the algorithm, and the computer experiments made using the ADT method are presented with many details, in order to enable the comparison of this method with actual methods available to tune the desing of evolutionary algorithms.

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Paper citation in several formats:
Vigouroux, J.; Foufou, S.; Deshayes, L.; J. Filliben, J.; A. Welsch, L. and Alkan Donmez, M. (2007). ON TUNING THE DESIGN OF AN EVOLUTIONARY ALGORITHM FOR MACHINING OPTIMIZATION PROBLEMS. In Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO; ISBN 978-972-8865-82-5; ISSN 2184-2809, SciTePress, pages 240-247. DOI: 10.5220/0001624802400247

@conference{icinco07,
author={Jean{-}Louis Vigouroux. and Sebti Foufou. and Laurent Deshayes. and James {J. Filliben}. and Lawrence {A. Welsch}. and M. {Alkan Donmez}.},
title={ON TUNING THE DESIGN OF AN EVOLUTIONARY ALGORITHM FOR MACHINING OPTIMIZATION PROBLEMS},
booktitle={Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO},
year={2007},
pages={240-247},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001624802400247},
isbn={978-972-8865-82-5},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO
TI - ON TUNING THE DESIGN OF AN EVOLUTIONARY ALGORITHM FOR MACHINING OPTIMIZATION PROBLEMS
SN - 978-972-8865-82-5
IS - 2184-2809
AU - Vigouroux, J.
AU - Foufou, S.
AU - Deshayes, L.
AU - J. Filliben, J.
AU - A. Welsch, L.
AU - Alkan Donmez, M.
PY - 2007
SP - 240
EP - 247
DO - 10.5220/0001624802400247
PB - SciTePress

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