81 search results - page 5 / 17 » On convergence of multi-objective Particle Swarm Optimizers |
TEC
2008
13 years 7 months ago
2008
Many areas in power systems require solving one or more nonlinear optimization problems. While analytical methods might suffer from slow convergence and the curse of dimensionality...
GECCO
2008
Springer
13 years 8 months ago
2008
Springer
This paper proposes a method to use reference points as preferences to guide a particle swarm algorithm to search towards preferred regions of the Pareto front. A decision maker c...
ICTAI
2010
IEEE
13 years 5 months ago
2010
IEEE
When a local optimal solution is reached with classical Particle Swarm Optimization (PSO), all particles in the swarm gather around it, and escaping from this local optima becomes...
GECCO
2007
Springer
14 years 1 months ago
2007
Springer
Several theoretical analyses of the dynamics of particle swarms have been offered in the literature over the last decade. Virtually all rely on substantial simplifications, incl...
ISCI
2006
13 years 7 months ago
2006
Particle swarm optimization (PSO) has shown to be an efficient, robust and simple optimization algorithm. Most of the PSO studies are empirical, with only a few theoretical analys...