20 search results - page 1 / 4 » Simple adaptive cognition for PSO |
CEC
2011
IEEE
12 years 4 months ago
2011
IEEE
Abstract—A simple, effective, computationally cheap, and easily tuned method is presented for improving PSO performance by automatically adapting acceleration coefficients. Whil...
IPPS
2007
IEEE
13 years 11 months ago
2007
IEEE
Particle Swarm Optimization (PSO) is a population-based stochastic optimization technique, which can be used to find an optimal, or near optimal, solution to a numerical and quali...
GECCO
2006
Springer
13 years 8 months ago
2006
Springer
Spatial Extension PSO (SEPSO) and Attractive-Repulsive PSO (ARPSO) are methods for artificial injection of diversity into particle swarm optimizers that are intended to encourage ...
GECCO
2009
Springer
13 years 9 months ago
2009
Springer
This paper benchmarks the particle swarm optimizer with adaptive bounds algorithm (PSO Bounds) on the noisefree BBOB 2009 testbed. The algorithm is further augmented with a simple...
ATAL
2006
Springer
13 years 8 months ago
2006
Springer
We apply an adapted version of Particle Swarm Optimization to distributed unsupervised robotic learning in groups of robots with only local information. The performance of the lea...