Title :
A Kind of New Optimization Lagrange Neural Network Principle and Implementation
Author :
Hongbin Wang ; Liyi Zhang
Author_Institution :
Dept. of Comput. Sci., Xinzhou Teachers Univ., Xinzhou
Abstract :
In the paper, a kind of Lagrange principle of optimizing neural network and realization of simple circuit is sketched, it has overcome the traditional defect based on that the neural network which punish function thought exists, deal with inequality restraint directly, reduce network size and complexity, a kind of new optimization neural network, verify his feasibility through computer numerical value emulation.
Keywords :
neural nets; computer numerical value emulation; optimization Lagrange neural network principle; simple circuit; Artificial neural networks; Biological neural networks; Brain modeling; Computer networks; Computer science; Electronic mail; Emulation; Humans; Lagrangian functions; Neural networks; Convergence; neural network; punish function;
Conference_Titel :
Education Technology and Computer Science, 2009. ETCS '09. First International Workshop on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-1-4244-3581-4
DOI :
10.1109/ETCS.2009.159