A Global Search Approach for Inducing Oblique Decision Trees Using Differential Evolution.
Rafael Rivera-LópezJuana Canul-ReichPublished in: Canadian Conference on AI (2017)
Keyphrases
- differential evolution
- global search
- oblique decision trees
- convergence speed
- particle swarm optimization
- decision forest
- decision trees
- evolutionary algorithm
- genetic algorithm
- particle swarm optimization algorithm
- premature convergence
- test functions
- optimization algorithm
- differential evolution algorithm
- step size
- evolution strategy
- global optimization
- evolutionary programming
- particle swarm optimization pso
- mutation operator
- parameter optimization
- optimization method
- hybrid algorithm
- multi objective optimization
- numerical optimization problems
- simulated annealing
- particle swarm
- crossover operator
- pso algorithm
- global optimization problems
- inertia weight
- multi objective
- particle swarm optimisation
- search algorithm
- solving global optimization problems
- machine learning algorithms
- objective function
- swarm intelligence
- evolutionary strategy
- fitness function
- ant colony optimization
- particle swarm optimizer
- artificial neural networks
- candidate solutions
- evolutionary computation
- random forests