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Authors: Sultan Zeybek and Ebubekir Koç

Affiliation: Fatih Sultan Mehmet Vakif University, Turkey

ISBN: 978-989-758-157-1

Keyword(s): Bees Algorithm, Swarm Intelligence, Artificial Intelligence, Combinatorial Optimization, Local Search, Vantage Point Trees, Nearest Neighbourhood Search.

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

Abstract: In this paper, an implementation of vantage point local search procedure for the Bees Algorithm (BA) in combinatorial domains is presented. In its basic version, the BA employs a local search combined with random search for both continuous and combinatorial domains. In this paper, a more robust local searching strategy namely, vantage point procedure is exploited along with random search to deal with complex combinatorial problems. This paper proposes a hybridization technique which involves the Bee Algorithm (BA) and a local search technique based on Vantage Point Tree (VPTs) construction. Following a description of the Vantage Point Bees Algorithm (VPBA), the paper presents the results obtained for several local search strategies for BA, demonstrating efficiency and robustness of the VPBA.

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Paper citation in several formats:
Zeybek, S. and Koç, E. (2015). The Vantage Point Bees Algorithm.In Proceedings of the 7th International Joint Conference on Computational Intelligence - Volume 1: ECTA, ISBN 978-989-758-157-1, pages 340-345. DOI: 10.5220/0005635903400345

@conference{ecta15,
author={Sultan Zeybek. and Ebubekir Ko\c{C}.},
title={The Vantage Point Bees Algorithm},
booktitle={Proceedings of the 7th International Joint Conference on Computational Intelligence - Volume 1: ECTA,},
year={2015},
pages={340-345},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005635903400345},
isbn={978-989-758-157-1},
}

TY - CONF

JO - Proceedings of the 7th International Joint Conference on Computational Intelligence - Volume 1: ECTA,
TI - The Vantage Point Bees Algorithm
SN - 978-989-758-157-1
AU - Zeybek, S.
AU - Koç, E.
PY - 2015
SP - 340
EP - 345
DO - 10.5220/0005635903400345

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