Development of Inter-ethnic Harmony Search Algorithm Based on Inter-ethnic Reconciliation

Hyun Woo Jung; Young Hwan Choi; Donghwi Jung; Joong Hoon Kim

doi:10.1007/978-981-33-4582-9_1

Development of Inter-ethnic Harmony Search Algorithm Based on Inter-ethnic Reconciliation

Hyun Woo Jung, Young Hwan Choi, Donghwi Jung, Joong Hoon Kim

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Abstract

Harmony search (HS) has been applied in various fields and presented good results. However, since HS has several drawbacks (i.e., parameter settings, solution stagnation), various improved versions of HS developed to overcome these drawbacks. In this study, a new improved HS is proposed called inter-ethnic harmony search (IeHS). IeHS is developed to mimic the concept of the reconciliation of various ethnicities from Turkish history, and this algorithm considers the self-adaptive parameters and decision variables setting, balancing local and global search, overcoming the solution stagnation problem using the historical concept (i.e., Millet and Jannissary). To verify the performance of IeHS, the mathematical benchmark functions from CEC 2014 are applied and compared representative improved version of HS using performance indices.

Original language	English
Title of host publication	Lecture Notes on Data Engineering and Communications Technologies
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	1-9
Number of pages	9
DOIs	https://doi.org/10.1007/978-981-33-4582-9_1
Publication status	Published - 2021

Publication series

Name	Lecture Notes on Data Engineering and Communications Technologies
Volume	61
ISSN (Print)	2367-4512
ISSN (Electronic)	2367-4520

Bibliographical note

Funding Information:
Acknowledgements This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (No. 2019R1A2B5B03069810).

Publisher Copyright:
© 2021, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

Keywords

CEC 2014
Harmony search
Jannissary
Millet
Turkish history

ASJC Scopus subject areas

Information Systems
Media Technology
Computer Science Applications
Computer Networks and Communications
Electrical and Electronic Engineering

Access to Document

10.1007/978-981-33-4582-9_1

Cite this

Jung, H. W., Choi, Y. H., Jung, D., & Kim, J. H. (2021). Development of Inter-ethnic Harmony Search Algorithm Based on Inter-ethnic Reconciliation. In Lecture Notes on Data Engineering and Communications Technologies (pp. 1-9). (Lecture Notes on Data Engineering and Communications Technologies; Vol. 61). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-981-33-4582-9_1

Development of Inter-ethnic Harmony Search Algorithm Based on Inter-ethnic Reconciliation. / Jung, Hyun Woo; Choi, Young Hwan; Jung, Donghwi et al.
Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, 2021. p. 1-9 (Lecture Notes on Data Engineering and Communications Technologies; Vol. 61).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Jung, HW, Choi, YH, Jung, D & Kim, JH 2021, Development of Inter-ethnic Harmony Search Algorithm Based on Inter-ethnic Reconciliation. in Lecture Notes on Data Engineering and Communications Technologies. Lecture Notes on Data Engineering and Communications Technologies, vol. 61, Springer Science and Business Media Deutschland GmbH, pp. 1-9. https://doi.org/10.1007/978-981-33-4582-9_1

@inbook{11b030f9c1864151a49c4c4c5bebe63c,

title = "Development of Inter-ethnic Harmony Search Algorithm Based on Inter-ethnic Reconciliation",

abstract = "Harmony search (HS) has been applied in various fields and presented good results. However, since HS has several drawbacks (i.e., parameter settings, solution stagnation), various improved versions of HS developed to overcome these drawbacks. In this study, a new improved HS is proposed called inter-ethnic harmony search (IeHS). IeHS is developed to mimic the concept of the reconciliation of various ethnicities from Turkish history, and this algorithm considers the self-adaptive parameters and decision variables setting, balancing local and global search, overcoming the solution stagnation problem using the historical concept (i.e., Millet and Jannissary). To verify the performance of IeHS, the mathematical benchmark functions from CEC 2014 are applied and compared representative improved version of HS using performance indices.",

keywords = "CEC 2014, Harmony search, Jannissary, Millet, Turkish history",

author = "Jung, {Hyun Woo} and Choi, {Young Hwan} and Donghwi Jung and Kim, {Joong Hoon}",

note = "Funding Information: Acknowledgements This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (No. 2019R1A2B5B03069810). Publisher Copyright: {\textcopyright} 2021, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.",

year = "2021",

doi = "10.1007/978-981-33-4582-9_1",

language = "English",

series = "Lecture Notes on Data Engineering and Communications Technologies",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "1--9",

booktitle = "Lecture Notes on Data Engineering and Communications Technologies",

address = "Germany",

}

TY - CHAP

T1 - Development of Inter-ethnic Harmony Search Algorithm Based on Inter-ethnic Reconciliation

AU - Jung, Hyun Woo

AU - Choi, Young Hwan

AU - Jung, Donghwi

AU - Kim, Joong Hoon

N1 - Funding Information: Acknowledgements This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (No. 2019R1A2B5B03069810). Publisher Copyright: © 2021, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

PY - 2021

Y1 - 2021

N2 - Harmony search (HS) has been applied in various fields and presented good results. However, since HS has several drawbacks (i.e., parameter settings, solution stagnation), various improved versions of HS developed to overcome these drawbacks. In this study, a new improved HS is proposed called inter-ethnic harmony search (IeHS). IeHS is developed to mimic the concept of the reconciliation of various ethnicities from Turkish history, and this algorithm considers the self-adaptive parameters and decision variables setting, balancing local and global search, overcoming the solution stagnation problem using the historical concept (i.e., Millet and Jannissary). To verify the performance of IeHS, the mathematical benchmark functions from CEC 2014 are applied and compared representative improved version of HS using performance indices.

AB - Harmony search (HS) has been applied in various fields and presented good results. However, since HS has several drawbacks (i.e., parameter settings, solution stagnation), various improved versions of HS developed to overcome these drawbacks. In this study, a new improved HS is proposed called inter-ethnic harmony search (IeHS). IeHS is developed to mimic the concept of the reconciliation of various ethnicities from Turkish history, and this algorithm considers the self-adaptive parameters and decision variables setting, balancing local and global search, overcoming the solution stagnation problem using the historical concept (i.e., Millet and Jannissary). To verify the performance of IeHS, the mathematical benchmark functions from CEC 2014 are applied and compared representative improved version of HS using performance indices.

KW - CEC 2014

KW - Harmony search

KW - Jannissary

KW - Millet

KW - Turkish history

UR - http://www.scopus.com/inward/record.url?scp=85106401265&partnerID=8YFLogxK

U2 - 10.1007/978-981-33-4582-9_1

DO - 10.1007/978-981-33-4582-9_1

M3 - Chapter

AN - SCOPUS:85106401265

T3 - Lecture Notes on Data Engineering and Communications Technologies

SP - 1

EP - 9

BT - Lecture Notes on Data Engineering and Communications Technologies

PB - Springer Science and Business Media Deutschland GmbH

ER -

Development of Inter-ethnic Harmony Search Algorithm Based on Inter-ethnic Reconciliation

Abstract

Publication series

Bibliographical note

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this