Optimization-based control using input convex neural networks.
Shu YangB. Wayne BequettePublished in: Comput. Chem. Eng. (2021)
Keyphrases
- neural network
- control signals
- pattern recognition
- optimization algorithm
- self organizing maps
- control system
- convex relaxation
- control method
- risk minimization
- global optimization
- optimization methods
- desired output
- efficient optimization
- semidefinite
- optimization process
- multilayer perceptron
- convex hull
- artificial neural networks
- neural nets
- convex optimization
- fuzzy systems
- constrained optimization
- optimization method
- back propagation
- optimization problems
- fuzzy logic
- highly non linear
- dead zone