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Authors: Mahdi Bidar 1 ; Edris Fattahi 2 ; Malek Mouhoub 1 and Hamidreza Rashidy Kanan 3

Affiliations: 1 University of Regina, Canada ; 2 Islamic Azad University, Iran, Islamic Republic of ; 3 Shahid Rajaee Teacher Training University, Iran, Islamic Republic of

ISBN: 978-989-758-220-2

Keyword(s): Metaheuristics, Evolutionary Computation, Krill Herd Algorithm, Exploration, Exploitation.

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

Abstract: Krill Herd algorithm is one of most recently developed nature-inspired optimization algorithms which is inspired by herding behavior of krill individuals. In order to improve the performance of this algorithm to deal more effectively with high dimensional numerical functions, we propose a new method, called Focus Group idea to modify the solutions found by searching agents in group cooperation. In order to evaluate the effect of the proposed method on the performance of the Krill Herd algorithm, we conducted experiments on a set standard benchmark functions. The obtained results demonstrate the ability of the proposed method to improve the performance of the Krill Herd optimization algorithm.

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Paper citation in several formats:
Bidar, M.; Fattahi, E.; Mouhoub, M. and Rashidy Kanan, H. (2017). Modified Krill Herd Optimization Algorithm using Focus Group Idea.In Proceedings of the 9th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, ISBN 978-989-758-220-2, pages 465-472. DOI: 10.5220/0006187904650472

@conference{icaart17,
author={Mahdi Bidar. and Edris Fattahi. and Malek Mouhoub. and Hamidreza Rashidy Kanan.},
title={Modified Krill Herd Optimization Algorithm using Focus Group Idea},
booktitle={Proceedings of the 9th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,},
year={2017},
pages={465-472},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006187904650472},
isbn={978-989-758-220-2},
}

TY - CONF

JO - Proceedings of the 9th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,
TI - Modified Krill Herd Optimization Algorithm using Focus Group Idea
SN - 978-989-758-220-2
AU - Bidar, M.
AU - Fattahi, E.
AU - Mouhoub, M.
AU - Rashidy Kanan, H.
PY - 2017
SP - 465
EP - 472
DO - 10.5220/0006187904650472

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