PDE-constrained models with neural network terms: Optimization and global convergence.
Justin A. SirignanoJonathan F. MacArtKonstantinos SpiliopoulosPublished in: J. Comput. Phys. (2023)
Keyphrases
- global convergence
- neural network
- optimization methods
- global optimum
- convergence analysis
- constrained optimization problems
- convergence rate
- convex minimization
- neural network model
- optimization method
- constrained optimization
- fuzzy logic
- coordinate ascent
- genetic algorithm
- global optimization
- convergence speed
- back propagation
- multi objective
- artificial neural networks