Probabilistic convergence analysis of the stochastic particle swarm optimization model without the stagnation assumption.
Difeng HuXudong QiuYing LiuXiangyang ZhouPublished in: Inf. Sci. (2021)
Keyphrases
- particle swarm
- optimization model
- convergence analysis
- global convergence
- premature convergence
- optimization method
- optimization process
- particle swarm optimization algorithm
- particle swarm optimization
- convergence speed
- optimization methods
- particle swarm algorithm
- evolutionary algorithm
- multi objective
- optimization strategy
- swarm intelligence
- differential evolution
- pso algorithm
- genetic algorithm
- fitness function
- global optimum
- optimality conditions
- hybrid optimization algorithm
- hybrid algorithm
- binary particle swarm optimization
- probabilistic model
- bayesian networks
- step size
- simulated annealing
- particle swarm optimization pso
- genetic algorithm ga
- optimization algorithm
- global search
- mutation operator
- tabu search
- lower bound