A One-Layer Projection Neural Network for Nonsmooth Optimization Subject to Linear Equalities and Bound Constraints.
Qingshan LiuJun WangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2013)
Keyphrases
- neural network
- linear inequalities
- constrained optimization
- multi layer
- highly non linear
- mathematical programming
- mathematical program
- linear programming
- linear constraints
- chance constraints
- upper bound
- optimization algorithm
- image reconstruction from projections
- artificial neural networks
- semidefinite
- optimization problems
- lower bound
- quadratic programming
- single layer
- image restoration and reconstruction
- constraint satisfaction
- worst case
- integer linear programming
- convex sets
- closed form solutions
- genetic algorithm
- lagrange multipliers
- nonlinear programming
- variational inequalities
- equality constraints
- constrained minimization
- optimization method