Gradient Descent Finds the Global Optima of Two-Layer Physics-Informed Neural Networks.
Yihang GaoYiqi GuMichael NgPublished in: ICML (2023)
Keyphrases
- global optima
- neural network
- global optimization
- optimization algorithm
- optimization problems
- global optimum
- cost function
- global search
- artificial neural networks
- control parameters
- objective function
- function optimization
- back propagation
- genetic algorithm
- fault diagnosis
- artificial intelligence
- fuzzy logic
- neural network model
- premature convergence
- search space
- optimization method
- radial basis function
- reinforcement learning
- simulated annealing
- search algorithm