Evolutionary computation for feature selection in classification: A comprehensive survey of solutions, applications and challenges.
Xianfang SongYong ZhangWanqiu ZhangChunlin HeYing HuJian WangDunwei GongPublished in: Swarm Evol. Comput. (2024)
Keyphrases
- evolutionary computation
- feature selection
- evolutionary algorithm
- classification accuracy
- genetic programming
- support vector
- machine learning and data mining
- genetic algorithm
- computational intelligence
- estimation of distribution algorithms
- feature space
- text classification
- classification models
- machine learning
- feature set
- fitness function
- support vector machine
- feature subset selection
- fuzzy logic
- swarm intelligence
- optimal solution
- evolutionary design
- hard optimization problems
- decision trees
- high dimensionality
- cooperative coevolution
- optimisation problems
- gene expression programming
- fuzzy systems
- feature selection algorithms
- real time
- nature inspired algorithms
- evolutionary approaches
- evolutionary strategy
- model selection
- feature subset
- multi class
- text categorization
- artificial neural networks
- multi objective evolutionary algorithms
- multi objective optimization
- evolvable hardware
- evolutionary learning
- neural network
- classification rules
- svm classifier