Reduced Order Modeling for Nonlinear PDE-constrained Optimization using Neural Networks.
Nikolaj Takata MückeLasse Hjuler ChristiansenAllan Peter Engsig-KarupJohn Bagterp JørgensenPublished in: CDC (2019)
Keyphrases
- constrained optimization
- reduced order
- neural network
- constrained optimization problems
- unconstrained optimization
- kalman filtering
- partial differential equations
- penalty function
- objective function
- artificial neural networks
- fuzzy logic
- augmented lagrangian
- image reconstruction
- image enhancement
- bit rate
- anisotropic diffusion
- level set
- nonlinear systems
- denoising
- image processing