Escaping large deceptive basins of attraction with heavy-tailed mutation operators.
Tobias FriedrichFrancesco QuinzanMarkus WagnerPublished in: GECCO (2018)
Keyphrases
- heavy tailed
- mutation operator
- premature convergence
- differential evolution
- evolutionary algorithm
- genetic algorithm
- crossover operator
- convergence rate
- heavy tails
- generalized gaussian
- step size
- fitness function
- multi objective
- traveling salesman problem
- particle swarm optimization
- optimization problems
- multi objective optimization
- convergence speed
- nsga ii
- neural network
- simulated annealing
- multiscale
- feature extraction
- prior distribution
- image segmentation