The Chaos and Stability of Firefly Algorithm Adjacent Individual

Wen Xin Yu (Hunan University, China)
Jun Nian Wang (Hunan University, China)
Yan Li (Hunan University, China)
Zheng Heng Wang (Hunan University, China)

TELKOMNIKA (Telecommunication Computing Electronics and Control)
Vol 15, No 4: December 2017

In this paper, in order to overcome the defect of the firefly algorithm, for example, the slow convergence rate, low accuracy and easily falling into the local optima in the global optimization search, we propose a dynamic population firefly algorithm based on chaos. The stability between the fireflies is proved, and the similar chaotic phenomenon in firefly algorithm can be simulated.