A lower-dimensional-search evolutionary algorithm and its application in constrained optimization problems.
Sanyou ZengHui ShiHui LiGuang ChenLixin DingLishan KangPublished in: IEEE Congress on Evolutionary Computation (2007)
Keyphrases
- constrained optimization problems
- evolutionary algorithm
- lower dimensional
- optimization problems
- differential evolution
- multi objective
- fitness function
- constrained optimization
- dimensionality reduction
- search algorithm
- crossover operator
- multi objective optimization
- genetic algorithm
- simulated annealing
- higher dimensional
- genetic programming
- high dimensional data
- penalty function
- original data
- low dimensional
- mutation operator
- search space
- high dimensional
- feature space
- evolution strategy
- pattern recognition
- optimization method
- principal component analysis
- nsga ii
- convergence speed
- random projections
- feature extraction
- metaheuristic
- global convergence
- neural network