Iterative Surrogate Model Optimization (ISMO): An active learning algorithm for PDE constrained optimization with deep neural networks.
Kjetil O. LyeSiddhartha MishraDeep RayPraveen ChandrasekharPublished in: CoRR (2020)
Keyphrases
- constrained optimization
- neural network
- objective function
- probabilistic model
- optimization method
- unconstrained optimization
- penalty function
- interval analysis
- image processing
- image segmentation
- evolutionary algorithm
- high order
- neural network model
- optimal design
- constrained optimization problems
- constraint handling