A novel diversity-guided ensemble of neural network based on attractive and repulsive particle swarm optimization.
Fei HanDan YangQing-Hua LingDe-Shuang HuangPublished in: IJCNN (2015)
Keyphrases
- particle swarm optimization
- classifier ensemble
- population diversity
- neural network
- pso algorithm
- premature convergence
- global optimization
- particle swarm optimization algorithm
- ensemble methods
- ensemble members
- differential evolution
- multi objective
- diversity measures
- swarm intelligence
- particle swarm
- convergence speed
- ensemble learning
- particle swarm optimization pso
- ensemble feature selection
- evolutionary algorithm
- random forests
- particle swarm optimizer
- metaheuristic
- training set
- genetic algorithm
- hybrid algorithm
- neural network ensemble
- akaike information criterion
- random forest
- base classifiers
- genetic algorithm ga
- search engine
- learning algorithm
- machine learning
- machine learning methods
- regression problems
- ant colony optimization
- inertia weight
- multi class
- search space
- decision trees