Initialising PSO with randomised low-discrepancy sequences: the comparative results

In this paper, we investigate the use of some well-known randomised low-discrepancy sequences (Halton, Sobol, and Faure sequences) for initializing particle swarms. We experimented with the standard global-best particle swarm algorithm for function optimization on some benchmark problems, using rand...

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Bibliographische Detailangaben

Hauptverfasser:	Nguyen Quang Uy, Nguyen Xuan Hoai, McKay, R., Pham Minh Tuan
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Evolutionary computation
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