The impact of particles initialization in PSO: Parameter estimation as a case in point.

Paolo Cazzaniga Marco S. Nobile Daniela Besozzi

Published in: CIBCB (2015)

Keyphrases

parameter estimation
maximum likelihood
least squares
em algorithm
model selection
particle swarm
statistical models

particle swarm optimization
random fields
model fitting
approximate inference
particle swarm optimization algorithm
particle swarm optimization pso
markov random field

parameter estimation algorithm
multi swarm
posterior distribution
maximum likelihood estimation
parameters estimation
markov chain monte carlo
swarm optimization

pso algorithm
particle swarm optimizer
multi objective
simulated annealing
higher order
estimation problems