INSENSITIVE DIFFERENTIAL EVOLUTION AND MULTI-SOLUTION PROBLEMS

Itsuki Handa; Toshimichi Saito

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Paper

INSENSITIVE DIFFERENTIAL EVOLUTION AND MULTI-SOLUTION PROBLEMS

Topics: Swarm/Collective Intelligence

In Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 0IJCCI, 292-295, 2011 , Paris, France

Authors: Itsuki Handa and Toshimichi Saito

Affiliation: Hosei University, Japan

Keyword(s): Swarm inteligence, Differential evolution, Multi-solution problems.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Computing ; Soft Computing ; Swarm/Collective Intelligence

Abstract: This paper presents an insensitive differential evolution for multi-solution problems. The algorithm consists of global and local searches. In the global search, the algorithm tries to construct local sub-regions (LSRs) each of which includes either solution. In the local search, the algorithm operates on all the LSRs in parallel and tries to find all the approximate solutions. The algorithm has a key parameter that controls the algorithm insensitivity. If the insensitivity is suitable, the algorithm can construct all the LSRs before trapping into either solution and can find all the solutions. Performing basic numerical experiments where parameters are adjusted by trial-and-errors, basic performance of the algorithm is investigated.

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Paper citation in several formats:

Handa, I. and Saito, T. (2011). INSENSITIVE DIFFERENTIAL EVOLUTION AND MULTI-SOLUTION PROBLEMS. In Proceedings of the International Conference on Evolutionary Computation Theory and Applications (IJCCI 2011) - ECTA; ISBN 978-989-8425-83-6, SciTePress, pages 292-295. DOI: 10.5220/0003653002920295

@conference{ecta11,
author={Itsuki Handa. and Toshimichi Saito.},
title={INSENSITIVE DIFFERENTIAL EVOLUTION AND MULTI-SOLUTION PROBLEMS},
booktitle={Proceedings of the International Conference on Evolutionary Computation Theory and Applications (IJCCI 2011) - ECTA},
year={2011},
pages={292-295},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003653002920295},
isbn={978-989-8425-83-6},
}

TY - CONF

JO - Proceedings of the International Conference on Evolutionary Computation Theory and Applications (IJCCI 2011) - ECTA
TI - INSENSITIVE DIFFERENTIAL EVOLUTION AND MULTI-SOLUTION PROBLEMS
SN - 978-989-8425-83-6
AU - Handa, I.
AU - Saito, T.
PY - 2011
SP - 292
EP - 295
DO - 10.5220/0003653002920295
PB - SciTePress