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Author: Gregor Papa

Affiliation: Jožef Stefan Institute, Slovenia

ISBN: 978-989-8425-83-6

Keyword(s): Parameter-less, Evolution, Search, Combinatorial, Optimization.

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

Abstract: The paper presents the combinatorial implementation of an adaptive parameter-less evolutionary-based search. The algorithm is an extension of a basic numerical algorithm that does not need any predefined control parameters values. These values are calculated by the algorithm itself, according to the progress of the search. The efficiency of the proposed autonomous parameter-less algorithm is evaluated by two real-world industrial optimization problems.

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Paper citation in several formats:
Papa, G. (2011). COMBINATORIAL IMPLEMENTATION OF A PARAMETER-LESS EVOLUTIONARY ALGORITHM.In Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011) ISBN 978-989-8425-83-6, pages 307-310. DOI: 10.5220/0003671403070310

@conference{ecta11,
author={Gregor Papa.},
title={COMBINATORIAL IMPLEMENTATION OF A PARAMETER-LESS EVOLUTIONARY ALGORITHM},
booktitle={Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011)},
year={2011},
pages={307-310},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003671403070310},
isbn={978-989-8425-83-6},
}

TY - CONF

JO - Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011)
TI - COMBINATORIAL IMPLEMENTATION OF A PARAMETER-LESS EVOLUTIONARY ALGORITHM
SN - 978-989-8425-83-6
AU - Papa, G.
PY - 2011
SP - 307
EP - 310
DO - 10.5220/0003671403070310

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