Adaptive Immune Optimization Algorithm: Combining Mutual Information and Differential Evolution-based Mutation for Local Feature Selection on Microarray Data.
Yi WangWenshan LiTao LiPublished in: GECCO Companion (2024)
Keyphrases
- differential evolution
- optimization algorithm
- microarray data
- feature selection
- mutual information
- multi objective
- optimization method
- convergence speed
- mutation operator
- differential evolution algorithm
- gene selection
- particle swarm optimization pso
- microarray classification
- gene expression data
- crossover rate
- microarray
- premature convergence
- machine learning
- multi objective optimization
- hybrid algorithm
- parameter optimization
- artificial bee colony
- feature space
- function optimization problems
- evolution strategy
- gene expression
- microarray datasets
- crossover operator
- evolutionary algorithm
- high dimensionality
- small number of samples
- high dimensional
- similarity measure
- feature subset
- feature extraction
- evolutionary programming
- particle swarm
- data sets
- feature subset selection
- particle swarm optimization algorithm
- cluster analysis
- model selection
- support vector
- control parameters
- knn
- support vector machine
- genetic programming
- fitness function