Combing Gibbs-sampling with adaptive particle swarm for large scale global optimization.
Minmin WangMin JiangPublished in: ICACI (2018)
Keyphrases
- global optimization
- particle swarm
- particle swarm optimization
- gibbs sampling
- pso algorithm
- binary particle swarm optimization
- particle swarm optimization algorithm
- multi objective
- swarm intelligence
- premature convergence
- topic models
- optimisation problems
- parameter estimation
- global search
- markov chain
- expectation maximization
- em algorithm
- differential evolution
- belief networks
- metaheuristic
- search capabilities
- particle swarm optimisation
- convergence speed
- latent dirichlet allocation
- approximate inference
- genetic algorithm
- optimization method
- evolutionary algorithm
- hybrid algorithm
- particle swarm optimization pso
- ant colony optimization
- optimization methods
- fitness function
- graphical models
- least squares
- clustering algorithm
- data mining