Population based optimization algorithms improvement using the predictive particles

A new efficient improvement, called Predictive Particle Modification (PPM), is proposed in this paper. This modification makes the particle look to the near area before moving toward the best solution of the group. This modification can be applied to any population algorithm. The basic philosophy of...

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Veröffentlicht in:	International journal of electrical and computer engineering (Malacca, Malacca) Malacca), 2020-06, Vol.10 (3), p.3261
Hauptverfasser:	Elroby, M. M. H., Mekhamer, S. F., Talaat, H. E. A., Hassan, M. A. Moustafa
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Machine learning Optimization algorithms Particle swarm optimization
Online-Zugang:	Volltext
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