On Constrained Optimization in Differentiable Neural Architecture Search.
Kaitlin MaileErwan LecarpentierHervé LugaDennis G. WilsonPublished in: CoRR (2021)
Keyphrases
- constrained optimization
- neural architecture
- objective function
- constrained optimization problems
- constraint handling
- unconstrained optimization
- pattern search
- penalty function
- feed forward
- search algorithm
- neural network
- interval analysis
- iterative methods
- lagrange multipliers
- search methods
- multi objective
- search space
- penalty functions
- reinforcement learning
- activation function
- optimization algorithm
- particle swarm optimization
- small number
- evolutionary algorithm
- optimal solution