Guided evolutionary strategies: escaping the curse of dimensionality in random search.
Niru MaheswaranathanLuke MetzGeorge TuckerJascha Sohl-DicksteinPublished in: CoRR (2018)
Keyphrases
- random search
- evolutionary strategy
- evolutionary algorithm
- simulated annealing
- genetic algorithm
- differential evolution
- parameter optimization
- evolutionary computation
- artificial immune system
- global search
- search space
- variable length
- fitness function
- particle swarm optimization pso
- constrained optimization
- ant colony optimization
- particle swarm optimization
- multi objective optimization
- metaheuristic
- multi objective
- optimization problems
- evolution strategy
- neural network
- mutation operator
- convergence speed
- tabu search
- job shop scheduling problem
- reinforcement learning
- computational intelligence
- artificial intelligence
- configuration space