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GECCO
2005
Springer
107views Optimization» more  GECCO 2005»
14 years 2 months ago
Exposing origin-seeking bias in PSO
We discuss testing methods for exposing origin-seeking bias in PSO motion algorithms. The strategy of resizing the initialization space, proposed by Gehlhaar and Fogel and made po...
Christopher K. Monson, Kevin D. Seppi
CEC
2008
IEEE
14 years 3 months ago
Solving large scale global optimization using improved Particle Swarm Optimizer
—As more and more real-world optimization problems become increasingly complex, algorithms with more capable optimizations are also increasing in demand. For solving large scale ...
Sheng-Ta Hsieh, Tsung-Ying Sun, Chan-Cheng Liu, Sh...
MICAI
2007
Springer
14 years 2 months ago
Handling Constraints in Particle Swarm Optimization Using a Small Population Size
This paper presents a particle swarm optimizer for solving constrained optimization problems which adopts a very small population size (five particles). The proposed approach uses...
Juan Carlos Fuentes Cabrera, Carlos A. Coello Coel...
CEC
2007
IEEE
14 years 17 days ago
Theoretical derivation, analysis and empirical evaluation of a simpler Particle Swarm Optimiser
In this paper we derive a simpler form of Particle Swarm Optimiser (PSO) which still retains the key properties of the original model. We do so by progressively altering the origin...
Riccardo Poli, Dan Brattonx, Tim Blackwell, James ...
ACCV
2006
Springer
13 years 10 months ago
Dynamic Open Contours Using Particle Swarm Optimization with Application to Fluid Interface Extraction
Abstract. This paper describes a method for the estimation of a dynamic open contour by incorporating a modified particle swarm optimization technique. This scheme has been applied...
Mani Thomas, S. K. Misra, Chandra Kambhamettu, J. ...