Novel multi-swarm approach for balancing exploration and exploitation in particle swarm optimization

Sinan Q. Salih; Abdul Rahman A. Alsewari; Bellal Al-Khateeb; Mohamad Fadli Zolkipli

doi:10.1007/978-3-319-99007-1_19

Novel multi-swarm approach for balancing exploration and exploitation in particle swarm optimization

Sinan Q. Salih^*, Abdul Rahman A. Alsewari, Bellal Al-Khateeb, Mohamad Fadli Zolkipli

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

26 Citations (SciVal)

Original language	English
Title of host publication	Recent Trends in Data Science and Soft Computing - Proceedings of the 3rd International Conference of Reliable Information and Communication Technology IRICT 2018
Editors	Fathey Mohammed, Faisal Saeed, Nadhmi Gazem, Abdelsalam Busalim
Publisher	Springer Verlag
Pages	196-206
Number of pages	11
ISBN (Print)	9783319990064
DOIs	https://doi.org/10.1007/978-3-319-99007-1_19
Publication status	Published (VoR) - 2019
Event	3rd International Conference of Reliable Information and Communication Technology, IRICT 2018 - Kuala Lumpur, Malaysia Duration: 23 Jun 2018 → 24 Jun 2018

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	843
ISSN (Print)	2194-5357

Conference

Conference	3rd International Conference of Reliable Information and Communication Technology, IRICT 2018
Country/Territory	Malaysia
City	Kuala Lumpur
Period	23/06/18 → 24/06/18

Keywords

Computational intelligence
Exploitation
Exploration
Metaheuristics
Optimization
Swarm intelligence

Access to Document

10.1007/978-3-319-99007-1_19

Cite this

Salih, S. Q., Alsewari, A. R. A., Al-Khateeb, B., & Zolkipli, M. F. (2019). Novel multi-swarm approach for balancing exploration and exploitation in particle swarm optimization. In F. Mohammed, F. Saeed, N. Gazem, & A. Busalim (Eds.), Recent Trends in Data Science and Soft Computing - Proceedings of the 3rd International Conference of Reliable Information and Communication Technology IRICT 2018 (pp. 196-206). (Advances in Intelligent Systems and Computing; Vol. 843). Springer Verlag. https://doi.org/10.1007/978-3-319-99007-1_19

Salih, Sinan Q. ; Alsewari, Abdul Rahman A. ; Al-Khateeb, Bellal et al. / Novel multi-swarm approach for balancing exploration and exploitation in particle swarm optimization. Recent Trends in Data Science and Soft Computing - Proceedings of the 3rd International Conference of Reliable Information and Communication Technology IRICT 2018. editor / Fathey Mohammed ; Faisal Saeed ; Nadhmi Gazem ; Abdelsalam Busalim. Springer Verlag, 2019. pp. 196-206 (Advances in Intelligent Systems and Computing).

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title = "Novel multi-swarm approach for balancing exploration and exploitation in particle swarm optimization",

keywords = "Computational intelligence, Exploitation, Exploration, Metaheuristics, Optimization, Swarm intelligence",

author = "Salih, {Sinan Q.} and Alsewari, {Abdul Rahman A.} and Bellal Al-Khateeb and Zolkipli, {Mohamad Fadli}",

note = "Publisher Copyright: {\textcopyright} Springer Nature Switzerland AG 2019.; 3rd International Conference of Reliable Information and Communication Technology, IRICT 2018 ; Conference date: 23-06-2018 Through 24-06-2018",

year = "2019",

doi = "10.1007/978-3-319-99007-1_19",

language = "English",

isbn = "9783319990064",

series = "Advances in Intelligent Systems and Computing",

publisher = "Springer Verlag",

pages = "196--206",

editor = "Fathey Mohammed and Faisal Saeed and Nadhmi Gazem and Abdelsalam Busalim",

booktitle = "Recent Trends in Data Science and Soft Computing - Proceedings of the 3rd International Conference of Reliable Information and Communication Technology IRICT 2018",

}

Salih, SQ, Alsewari, ARA, Al-Khateeb, B & Zolkipli, MF 2019, Novel multi-swarm approach for balancing exploration and exploitation in particle swarm optimization. in F Mohammed, F Saeed, N Gazem & A Busalim (eds), Recent Trends in Data Science and Soft Computing - Proceedings of the 3rd International Conference of Reliable Information and Communication Technology IRICT 2018. Advances in Intelligent Systems and Computing, vol. 843, Springer Verlag, pp. 196-206, 3rd International Conference of Reliable Information and Communication Technology, IRICT 2018, Kuala Lumpur, Malaysia, 23/06/18. https://doi.org/10.1007/978-3-319-99007-1_19

Novel multi-swarm approach for balancing exploration and exploitation in particle swarm optimization. / Salih, Sinan Q.; Alsewari, Abdul Rahman A.; Al-Khateeb, Bellal et al.
Recent Trends in Data Science and Soft Computing - Proceedings of the 3rd International Conference of Reliable Information and Communication Technology IRICT 2018. ed. / Fathey Mohammed; Faisal Saeed; Nadhmi Gazem; Abdelsalam Busalim. Springer Verlag, 2019. p. 196-206 (Advances in Intelligent Systems and Computing; Vol. 843).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - Novel multi-swarm approach for balancing exploration and exploitation in particle swarm optimization

AU - Salih, Sinan Q.

AU - Alsewari, Abdul Rahman A.

AU - Al-Khateeb, Bellal

AU - Zolkipli, Mohamad Fadli

N1 - Publisher Copyright: © Springer Nature Switzerland AG 2019.

PY - 2019

Y1 - 2019

KW - Computational intelligence

KW - Exploitation

KW - Exploration

KW - Metaheuristics

KW - Optimization

KW - Swarm intelligence

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DO - 10.1007/978-3-319-99007-1_19

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AN - SCOPUS:85053917011

SN - 9783319990064

T3 - Advances in Intelligent Systems and Computing

SP - 196

EP - 206

BT - Recent Trends in Data Science and Soft Computing - Proceedings of the 3rd International Conference of Reliable Information and Communication Technology IRICT 2018

A2 - Mohammed, Fathey

A2 - Saeed, Faisal

A2 - Gazem, Nadhmi

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PB - Springer Verlag

T2 - 3rd International Conference of Reliable Information and Communication Technology, IRICT 2018

Y2 - 23 June 2018 through 24 June 2018

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Salih SQ, Alsewari ARA, Al-Khateeb B, Zolkipli MF. Novel multi-swarm approach for balancing exploration and exploitation in particle swarm optimization. In Mohammed F, Saeed F, Gazem N, Busalim A, editors, Recent Trends in Data Science and Soft Computing - Proceedings of the 3rd International Conference of Reliable Information and Communication Technology IRICT 2018. Springer Verlag. 2019. p. 196-206. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-319-99007-1_19

Novel multi-swarm approach for balancing exploration and exploitation in particle swarm optimization

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