Dynamic Selection of Evolutionary Algorithm Operators Based on Online Learning and Fitness Landscape Metrics.
Pietro A. ConsoliLeandro L. MinkuXin YaoPublished in: SEAL (2014)
Keyphrases
- fitness landscape
- online learning
- evolutionary algorithm
- evolutionary computation
- multi objective
- optimization problems
- evolutionary search
- fitness function
- genetic algorithm
- e learning
- mutation rate
- simulated annealing
- differential evolution
- mutation operator
- population dynamics
- learning strategies
- evolution strategy
- genetic programming
- multi objective optimization
- particle swarm optimizer
- active learning
- genetic operators
- fitness values
- optimization method
- search space
- wider range
- differential evolution algorithm
- crossover operator
- population diversity
- crossover and mutation
- traveling salesman problem
- decision making
- neural network