A Novel Method to Handle Inequality Constraints for Convex Programming Neural Network
Neural Processing Letters
Journal of Global Optimization
A Gradient-based Continuous Method for Large-scale Optimization Problems
Journal of Global Optimization
An Extended Projection Neural Network for Constrained Optimization
Neural Computation
Computers & Mathematics with Applications
Improved Results on Solving Quadratic Programming Problems with Delayed Neural Network
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Cooperative Recurrent Neural Network for Multiclass Support Vector Machine Learning
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
IEEE Transactions on Neural Networks
Real time identification and control of dynamic systems using recurrent neural networks
Artificial Intelligence Review
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
A novel neural network for solving singular nonlinear convex optimization problems
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
| Hi-index | 0.00 |
Presents a new neural network which improves existing neural networks for solving general linear programming problems. The network, without setting parameter, uses only simple hardware in which no analog multipliers are required, and is proved to be completely stable to the exact solutions. Moreover, using this network the author can solve linear programming problems and its dual simultaneously, and cope with problems with nonunique solutions whose set is allowed to be unbounded