Harmony Search Method: Theory and Applications

Computational Intelligence and Neuroscience - Tập 2015 - Trang 1-10 - 2015
Xiao-Zhi Gao1, V. Govindasamy2, He Xu3, Xuchen Wang1, Kai Zenger1
1Department of Electrical Engineering and Automation, Aalto University School of Electrical Engineering, 00076 Aalto, Finland
2Department of Information Technology, Pondicherry Engineering College, Pondicherry 605 014, India
3College of Mechanical and Electrical Engineering, Harbin Engineering University, Harbin, 150001, China

Tóm tắt

The Harmony Search (HS) method is an emerging metaheuristic optimization algorithm, which has been employed to cope with numerous challenging tasks during the past decade. In this paper, the essential theory and applications of the HS algorithm are first described and reviewed. Several typical variants of the original HS are next briefly explained. As an example of case study, a modified HS method inspired by the idea of Pareto-dominance-based ranking is also presented. It is further applied to handle a practical wind generator optimal design problem.

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Tài liệu tham khảo

10.1177/003754970107600201

10.1016/j.cma.2004.09.007

10.1016/j.compstruc.2004.01.002

2002, International Journal of Modelling and Simulation, 22, 125, 10.1080/02286203.2002.11442233

10.1504/ijbic.2009.022776

2002

2005

10.1016/j.amc.2007.09.049

10.1016/j.amc.2007.09.004

10.1080/03052150903104366

10.1080/03052150802449227

2009, International Journal of Innovative Computing, Information and Control, 5, 2985

2010, International Journal of Innovative Computing, Information and Control, 6, 4235

2012, International Journal of Innovative Computing, Information and Control, 8, 4347

10.1080/0305215X.2011.628387

10.1007/s00521-011-0675-6

10.1016/j.amc.2006.11.033

10.1061/(asce)st.1943-541x.0000128

10.1016/j.eswa.2009.09.008

10.1016/j.amc.2010.09.049

10.1109/tsmcb.2010.2046035

10.1080/03052150701618153

2009

10.1016/j.ins.2014.04.001

2009, Optimum design of steel skeleton structures

10.1016/j.compstruc.2014.02.001

10.1016/j.engstruct.2011.05.024

10.1016/j.applthermaleng.2008.05.018

10.1016/j.enconman.2013.11.027

10.1016/j.asoc.2013.01.024

10.1016/j.ijepes.2013.02.017

10.1016/j.ijleo.2013.10.075

10.1016/j.imavis.2010.05.006

10.1177/0142331210366690

10.1108/01439911111179110

10.1016/j.trc.2012.05.007

10.1016/j.solener.2012.08.018

10.1016/j.eswa.2012.02.147

10.1080/02630250008970288

10.1016/s0166-3615(99)00046-9

10.1016/s1474-0346(02)00011-3

10.1016/s0045-7825(99)00389-8

1996

2008

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Thông tin xuất bản

Computational Intelligence and Neuroscience

Tập 2015

1-10

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