Inertia Weight Selection Strategy Based on Lyapunov Stability Analysis
Weibing Fan, Zhihua Cui, Jianchao Ceng · 2009
In this paper, the Lyapunov stability theory is employed to analyze the stability of standard version of particle swarm optimization, and a random inertia weight selection strategy is obtained from the analyzed results. Simulation results show this random strategy may provide an efficient performance.