A performance indicator-based evolutionary algorithm for expensive high-dimensional multi-/many-objective optimization.
Yang LiWeigang LiSongtao LiYuntao ZhaoPublished in: Inf. Sci. (2024)
Keyphrases
- evolutionary algorithm
- high dimensional
- multi objective
- multiple objectives
- evolutionary computation
- nsga ii
- similarity search
- multi objective optimization
- optimization problems
- fitness function
- genetic programming
- low dimensional
- high dimensional problems
- high dimensional data
- nearest neighbor
- multi dimensional
- error prone
- multi objective evolutionary algorithms
- parameter space
- hybrid evolutionary algorithm
- simulated annealing
- dimensionality reduction
- data points
- differential evolution
- feature space
- genetic operators
- data sets
- quality indicators
- fitness landscape
- genetic algorithm
- function optimization
- high dimensional datasets
- high dimension
- sparse data
- mutation operator
- knn
- principal component analysis
- sparse coding
- high dimensionality