On the implementation of a quasi-Newton interior-point method for PDE-constrained optimization using finite element discretizations.
Cosmin G. PetraMiguel A. Salazar de TroyaNoemi PetraYoungsoo ChoiGeoffrey M. OxberryDaniel A. TortorelliPublished in: Optim. Methods Softw. (2023)
Keyphrases
- finite element
- constrained optimization
- inequality constraints
- quasi newton
- interior point methods
- superlinear convergence
- objective function
- semidefinite programming
- convex optimization
- penalty function
- linear programming
- partial differential equations
- optimization methods
- level set
- step size
- newton method
- optimization method
- quadratic programming
- multi objective
- artificial neural networks
- neural network