Differential Evolution Using Surrogate Model Based on Pairwise Ranking Estimation for Constrained Optimization Problems.
Hitomi KanoTomohiro HaradaYukiya MiuraPublished in: SCIS/ISIS (2022)
Keyphrases
- constrained optimization problems
- differential evolution
- pairwise
- constraint handling
- evolutionary algorithm
- optimization algorithm
- convergence speed
- differential evolution algorithm
- particle swarm optimization
- test functions
- particle swarm optimization pso
- mutation operator
- optimization method
- multi objective optimization
- evolution strategy
- genetic algorithm
- hybrid algorithm
- biogeography based optimization
- global optimization problems
- premature convergence
- numerical optimization problems
- constrained optimization
- crossover operator
- optimization problems
- solving global optimization problems
- parameter optimization
- particle swarm
- function optimization problems
- artificial bee colony
- markov random field
- function optimization
- global search
- parameter estimation
- search space