Emission-Aware Optimization of Gas Networks: Input-Convex Neural Network Approach.
Vladimir DvorkinSamuel ChevalierSpyros ChatzivasileiadisPublished in: CoRR (2022)
Keyphrases
- neural network
- genetic algorithm
- desired output
- number of hidden units
- network model
- back propagation
- risk minimization
- diesel engine
- optimization algorithm
- convex relaxation
- fuzzy logic
- nonlinear functions
- social networks
- alternating direction method of multipliers
- optimization method
- convex hull
- global optimization
- convex programming
- network architecture
- artificial neural networks
- efficient optimization
- evolutionary algorithm
- input data
- optimization problems
- feed forward neural networks
- activation function
- bp neural network
- total variation
- neural network model
- highly non linear
- particle swarm optimization
- image reconstruction from projections