Measuring Mutation Operators' Exploration-Exploitation Behaviour and Long-Term Biases.
James McDermottPublished in: EuroGP (2014)
Keyphrases
- mutation operator
- long term
- exploration exploitation
- evolutionary algorithm
- differential evolution
- active learning
- genetic algorithm
- bandit problems
- crossover operator
- reinforcement learning
- convergence rate
- fitness function
- relevance feedback
- nsga ii
- convergence speed
- decision problems
- multi objective optimization
- step size
- optimization algorithm
- optimization problems
- simulated annealing
- learning algorithm