Low-Dimensional Space Modeling-Based Differential Evolution for Large-Scale Global Optimization Problems.
Thiago Henrique Lemos FonsecaSilvia Modesto NassarAlexandre César Muniz de OliveiraBruno AgardPublished in: IEEE Trans. Evol. Comput. (2023)
Keyphrases
- differential evolution
- global optimization problems
- low dimensional
- evolutionary algorithm
- high dimensional
- test functions
- optimization algorithm
- differential evolution algorithm
- particle swarm optimization
- convergence speed
- particle swarm optimization pso
- pso algorithm
- mutation operator
- dimensionality reduction
- mixed integer
- premature convergence
- optimization method
- multi objective optimization
- feature space
- evolution strategy
- parameter optimization
- genetic algorithm
- evolutionary programming
- particle swarm
- principal component analysis
- data points
- solving global optimization problems
- particle swarm optimization algorithm
- crossover operator
- hybrid algorithm
- optimization problems
- multi objective
- global search
- convex hull
- evolutionary computation
- bayesian networks
- neural network