Ensemble of heterogeneous flexible neural trees using multiobjective genetic programming.
Varun Kumar OjhaAjith AbrahamVáclav SnáselPublished in: CoRR (2017)
Keyphrases
- genetic programming
- multi objective
- evolutionary algorithm
- grammar guided genetic programming
- regression problems
- neural network
- multiobjective optimization
- genetic algorithm
- optimization algorithm
- multi objective optimization
- fitness function
- evolutionary computation
- symbolic regression
- particle swarm optimization
- multiple objectives
- tree ensembles
- decision trees
- ensemble learning
- network architecture
- conflicting objectives
- multiobjective evolutionary algorithm
- gene expression programming
- bi objective
- objective function
- optimization problems
- random forest
- nsga ii
- differential evolution
- ensemble methods
- pareto optimal
- multi class
- training set
- multi objective evolutionary algorithms
- simulated annealing
- financial forecasting
- training data
- min max
- learning rules
- pareto optimal solutions
- pruning algorithm
- feature selection
- multiobjective genetic algorithm