TITLE:
Advances in Theory of Neural Network and Its Application
AUTHORS:
Bahman Mashood, Greg Millbank
KEYWORDS:
Neural Network, Optimization, Hopfield Neural Network, Linear Programming, Cohen and Grossberg Neural Network
JOURNAL NAME:
Journal of Behavioral and Brain Science,
Vol.6 No.5,
May
24,
2016
ABSTRACT: In this article we introduce a large class of optimization problems that can be approximated by neural networks. Furthermore for some large category of optimization problems the action of the corresponding neural network will be reduced to linear or quadratic programming, therefore the global optimum could be obtained immediately.