Low-Dimensional Space Modeling-Based Differential Evolution: A Scalability Perspective on bbob-largescale suite.
Thiago Henrique Lemos FonsecaSilvia Modesto NassarAlexandre César Muniz de OliveiraBruno AgardPublished in: IWANN (1) (2023)
Keyphrases
- differential evolution
- low dimensional
- evolutionary algorithm
- high dimensional
- differential evolution algorithm
- particle swarm optimization
- convergence speed
- optimization algorithm
- test functions
- optimization method
- mutation operator
- input space
- recognizing facial expressions
- constrained optimization problems
- dimensionality reduction
- principal component analysis
- data points
- particle swarm optimization pso
- numerical optimization problems
- genetic algorithm
- global optimization problems
- multi objective optimization
- artificial bee colony
- evolution strategy
- direct search
- premature convergence
- biogeography based optimization
- real coded
- solving global optimization problems
- feature space
- evolutionary programming
- parameter optimization
- particle swarm
- harmony search
- global search
- hybrid algorithm
- function optimization problems
- swarm intelligence
- evolutionary computation
- search space