Informed mutation operator using machine learning for optimization in epidemics prevention.
Krzysztof MichalakPublished in: GECCO (2018)
Keyphrases
- mutation operator
- machine learning
- function optimization
- evolutionary algorithm
- differential evolution
- genetic algorithm
- crossover operator
- optimization algorithm
- premature convergence
- evolutionary programming
- optimization problems
- convergence rate
- evolutionary strategy
- optimization method
- evolution strategy
- genetic operators
- crossover and mutation
- step size
- global optimization
- constrained optimization
- learning problems
- genetic algorithm ga
- search direction
- convergence speed
- optimization methods
- feasible solution
- computational intelligence