Sample Complexity of Real-Coded Evolutionary Algorithms.
Jian ZhangXiaohui YuanBill P. BucklesPublished in: FLAIRS Conference (2003)
Keyphrases
- sample complexity
- real coded
- evolutionary algorithm
- differential evolution
- genetic algorithm
- fitness function
- mutation operator
- theoretical analysis
- genetic algorithm ga
- multi objective
- learning problems
- upper bound
- optimization problems
- learning algorithm
- simulated annealing
- vc dimension
- supervised learning
- multi objective optimization
- pac learning
- convergence speed
- active learning
- special case
- genetic programming
- lower bound
- generalization error
- optimization method
- particle swarm optimization
- penalty function
- optimization algorithm
- crossover operator
- ant colony algorithm
- nsga ii
- neural network
- training examples
- sample size
- irrelevant features
- data sets
- average case
- np hard
- feature selection
- reinforcement learning
- objective function
- computational complexity
- fuzzy logic
- worst case
- fuzzy clustering
- learning tasks