Island Model Genetic Algorithm for Feature Selection in Non-Traditional Credit Risk Evaluation.
Yue LiuAdam GhandarGeorgios TheodoropoulosPublished in: CEC (2019)
Keyphrases
- island model
- genetic algorithm
- credit risk evaluation
- feature selection
- parallel genetic algorithms
- parallel genetic algorithm
- population size
- parallel distributed
- evolutionary algorithm
- credit risk
- population genetics
- briefly introduced
- fitness function
- text categorization
- multi objective
- support vector
- particle swarm optimization pso
- artificial neural networks
- simulated annealing
- credit scoring
- feature extraction
- genetic operators
- optimization method
- neural network
- metaheuristic
- genetic algorithm ga
- machine learning
- differential evolution
- support vector machine
- model selection
- particle swarm optimization
- genetic programming
- feature space
- listed companies
- commercial banks
- decision trees
- fuzzy logic
- classification accuracy
- evaluation method
- optimization problems
- multi class
- ant colony optimization
- tabu search
- markov chain
- text classification
- data mining