Training Financial Decision Support Systems with Thousands of Decision Rules Using Differential Evolution with Embedded Dimensionality Reduction.
Piotr LipinskiPublished in: EvoApplications (2015)
Keyphrases
- decision support system
- decision rules
- differential evolution
- dimensionality reduction
- risk management
- decision making
- evolutionary algorithm
- differential evolution algorithm
- rough sets
- optimization algorithm
- particle swarm optimization
- decision support
- optimization method
- mutation operator
- decision makers
- genetic algorithm
- particle swarm optimization pso
- decision trees
- expert systems
- decision table
- case based reasoning
- numerical optimization problems
- rough set theory
- support systems
- data warehouse
- parameter optimization
- global optimization problems
- medical decision support systems
- management system
- training set
- image processing
- crossover operator
- feature extraction
- feature selection
- artificial bee colony
- pso algorithm
- learning algorithm
- data mining
- database