Emission-Constrained Optimization of Gas Networks: Input-Convex Neural Network Approach.
Vladimir DvorkinSamuel ChevalierSpyros ChatzivasileiadisPublished in: CDC (2023)
Keyphrases
- constrained optimization
- neural network
- inequality constraints
- augmented lagrangian
- genetic algorithm
- penalty functions
- constrained optimization problems
- constraint handling
- unconstrained optimization
- penalty function
- objective function
- stationary points
- back propagation
- nonlinear functions
- evolutionary strategy
- interval analysis
- iterative methods
- lagrange multipliers
- artificial neural networks
- diesel engine
- convex hull
- risk minimization
- closed form solutions
- convex optimization