Searching Parsimonious Solutions with GA-PARSIMONY and XGBoost in High-Dimensional Databases.
Francisco J. Martínez de Pisón AscacibarEsteban Fraile-GarciaJavier Ferreiro-CabelloRubén GonzalezAlpha V. Pernía-EspinozaPublished in: SOCO-CISIS-ICEUTE (2016)
Keyphrases
- databases
- high dimensional
- genetic algorithm ga
- search capabilities
- genetic algorithm
- database
- initial population
- fitness function
- relational databases
- multi objective
- low dimensional
- genetic operators
- high dimensional data
- dimensionality reduction
- high dimensionality
- sparse data
- differential evolution
- data integration
- database applications
- feature space
- optimal solution
- database systems
- evolution strategy
- metric space
- genetic search
- parameter space
- search methods
- particle swarm optimization pso
- metaheuristic
- similarity search
- genetic programming
- data management
- knowledge discovery
- data model
- evolutionary algorithm