Path: Top -> Journal -> Telkomnika -> 2017 -> Vol.15, No.1, March

Research on Chaotic Firefly Algorithm and the Application in Optimal Reactive Power Dispatch

Journal from gdlhub / 2017-08-11 13:08:25
Oleh : Genfu Xiao, Huan Liu, Yanhui Zhou, Yuming Guo, Telkomnika
Dibuat : 2017-03-10, dengan 1 file

Keyword : chaos, FA, optimization, reactive power
Url : http://journal.uad.ac.id/index.php/TELKOMNIKA/article/view/3862
Sumber pengambilan dokumen : web

Firefly algorithm (FA) is a newly proposed swarm intelligence optimization algorithm. The original version of FA usually traps into local optima like many other general swarm intelligence optimization algorithm. In order to overcome this drawback, the chaotic firefly algorithm(CFA) is proposed. The methods of chaos initialization, chaos population regeneration and linear decreasing inertia weight have been introduced into the original version of FA so as to increase its global search mobility for robust global optimization. The CFA is calculated in Matlab and is examined on six benchmark functions. In order to evaluate the engineering application of the algorithm, the reactive power optimization problem in IEEE 30 bus system is solved by CFA. The outcomes show that the CFA has better performance compared to the original version of FA and PSO.

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PropertiNilai Properti
ID Publishergdlhub
OrganisasiTelkomnika
Nama KontakHerti Yani, S.Kom
AlamatJln. Jenderal Sudirman
KotaJambi
DaerahJambi
NegaraIndonesia
Telepon0741-35095
Fax0741-35093
E-mail Administratorelibrarystikom@gmail.com
E-mail CKOelibrarystikom@gmail.com

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