Adaptive machine learning-based surrogate modeling to accelerate PDE-constrained optimization in enhanced oil recovery.
Tim KeilHendrik KleikampRolf J. LorentzenMicheal B. OguntolaMario OhlbergerPublished in: Adv. Comput. Math. (2022)
Keyphrases
- constrained optimization
- machine learning
- constraint handling
- constrained optimization problems
- unconstrained optimization
- objective function
- augmented lagrangian
- penalty function
- partial differential equations
- level set
- multi objective
- genetic algorithm
- image processing
- inequality constraints
- lagrange multiplier method