A novel neural network for solving convex quadratic programming problems subject to equality and inequality constraints.
Xinjian HuangXuyang LouBaotong CuiPublished in: Neurocomputing (2016)
Keyphrases
- quadratic programming problems
- equality constraints
- equality and inequality constraints
- neural network
- nonlinear programming
- linear constraints
- decomposition algorithm
- complex valued
- constrained optimization problems
- quadratic program
- activation function
- convex optimization
- recurrent neural networks
- back propagation
- linear programming
- artificial neural networks
- optimal solution
- linear program
- convex sets
- variational inequalities
- optimization algorithm
- optimization problems
- evolutionary algorithm
- convex hull
- penalty function
- lower bound
- systems of linear equations
- genetic algorithm