A Study of Collapse in Bare Bones Particle Swarm Optimization

The dynamic update rule of particle swarm optimization is formulated as a second-order stochastic difference equation and general relations are derived for search focus, search spread, and swarm stability at stagnation. The relations are applied to three particular particle swarm optimization (PSO)...

Celý popis

Uloženo v:

Podrobná bibliografie
Vydáno v:	IEEE transactions on evolutionary computation Ročník 16; číslo 3; s. 354 - 372
Hlavní autor:	Blackwell, T.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York, NY IEEE 01.06.2012 Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Algorithmics. Computability. Computer arithmetics Applied sciences Artificial intelligence Bones Collapse Computational and artificial intelligence Computer science; control theory; systems Convergence Dynamics Equations Exact sciences and technology Mathematical model Optimization Particle swarm optimization Random variables Searching Spreads Stability Stability analysis Theoretical computing Second order equation Model matching Probabilistic approach Evolutionary algorithm Updating Computational and artificial intelligence Swarm intelligence Artificial intelligence Adaptive method Particle swarm optimization
ISSN:	1089-778X, 1941-0026
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Buďte první, kdo okomentuje tento záznam!