Guided evolutionary strategies: augmenting random search with surrogate gradients.
Niru MaheswaranathanLuke MetzGeorge TuckerDami ChoiJascha Sohl-DicksteinPublished in: ICML (2019)
Keyphrases
- random search
- evolutionary strategy
- genetic algorithm
- simulated annealing
- evolutionary algorithm
- differential evolution
- parameter optimization
- evolutionary computation
- constrained optimization
- ant colony optimization
- multi objective optimization
- variable length
- search space
- artificial immune system
- particle swarm optimization
- particle swarm optimization pso
- fitness function
- multi objective
- neural network
- metaheuristic
- mutation operator
- pso algorithm
- genetic algorithm ga
- optimization problems
- fuzzy logic
- knn
- artificial intelligence
- bayesian networks