Physics-informed neural networks with hard linear equality constraints.
Hao ChenGonzalo E. Constante-FloresCan LiPublished in: Comput. Chem. Eng. (2024)
Keyphrases
- equality constraints
- neural network
- linear constraints
- equality and inequality constraints
- decomposition algorithm
- constrained optimization problems
- quadratic programming problems
- nonlinear programming
- inequality constraints
- complex valued
- artificial neural networks
- recurrent neural networks
- back propagation
- constrained optimization
- activation function
- convex quadratic optimization
- multilayer perceptron
- fuzzy logic
- optimal solution
- genetic algorithm
- neural network model
- quadratic program
- fixed point
- special case