A globally convergent method to accelerate large-scale optimization using on-the-fly model hyperreduction: application to shape optimization.
Tianshu WenMatthew J. ZahrPublished in: CoRR (2022)
Keyphrases
- optimization method
- optimization procedure
- optimization algorithm
- objective function
- cost function
- sensitivity analysis
- optimization problems
- closed form
- globally convergent
- linear model
- support vector machine
- energy function
- optimization methods
- constrained optimization
- optimal solution
- fixed point
- geometric constraints
- particle swarm
- line search
- image sequences