On Some Non-linear Decreasing Inertia Weight Strategies in Particle Swarm Optimization

Inspired by analyzing principle of PSO, some non-linear strategies for decreasing inertia weight (DIW) are proposed based on the existing linear DIW (LDIW), in this paper. Then a power function is designed to unify them. Four benchmark functions are used to evaluate these strategies on the PSO perfo...

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Veröffentlicht in:	2007 Chinese Control Conference S. 750 - 753
Hauptverfasser:	Huang Chongpeng, Zhang Yuling, Jiang Dingguo, Xu Baoguo
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.07.2007
Schlagworte:	Acceleration Communication system control Control engineering Convergence Decreasing Strategy Equations Evolutionary computation Inertia Weight Particle swarm optimization Power Function Testing
ISBN:	9787811240559, 7811240556
ISSN:	1934-1768
Online-Zugang:	Volltext
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