A Study on Initial Population Sampling for Multi-Objective Optimization based on Differential Evolution and Bayesian Inference.
Georgian NicolaeCatalin VisanDan CuravaleMihai BoldeanuHoria CucuAndi BuzoGeorg PelzPublished in: SpeD (2023)
Keyphrases
- differential evolution
- multi objective optimization
- initial population
- evolutionary algorithm
- bayesian inference
- differential evolution algorithm
- multi objective
- optimization algorithm
- mutation operator
- convergence speed
- optimization method
- opposition based learning
- particle swarm optimization
- particle swarm optimization pso
- multi objective optimization problems
- genetic algorithm
- nsga ii
- constrained optimization problems
- probabilistic model
- evolutionary computation
- crossover and mutation
- prior information
- particle swarm
- pareto optimal
- hybrid algorithm
- multi objective evolutionary algorithms
- multi objective genetic algorithm
- multi objective problems
- premature convergence
- crossover operator
- bi objective
- population size
- multiple objectives
- fitness function
- particle filter
- genetic algorithm ga