Multi-objective evolutionary optimization using the relationship between F 1 and accuracy metrics in classification tasks.
Juan Carlos FernándezMariano Carbonero-RuzPedro Antonio GutiérrezCésar Hervás-MartínezPublished in: Appl. Intell. (2019)
Keyphrases
- evolutionary optimization
- multi objective
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- genetic algorithm
- genetic optimization
- constraint handling
- objective function
- particle swarm optimization
- multiple objectives
- error rate
- high accuracy
- multiobjective optimization
- multi objective optimization problems
- pareto optimal
- nsga ii
- conflicting objectives
- computational efficiency
- bi objective
- prediction accuracy
- pattern recognition
- computational complexity
- real time