Title :
A new hybrid genetic method for establishing a neural network model of the boiling sugar crystalization
Author :
Ziguang, Lu ; Jianhui, Shi ; Fei, Luo ; Tianqing, Zhang
Author_Institution :
Dept. of Electr. Eng., Guangxi Univ., Nanning, China
Abstract :
The backpropagation and simplex are the classical search methods, so both are easily entrapped in a local optimum. To solve this problem, we develop a new hybrid genetic algorithm that is based on the probabilistic simplex and backpropagation. Moreover, we have established a neural network model of the boiling sugar crystallization. The simulation results demonstrate that the proposed method is very effective
Keywords :
backpropagation; crystallisation; food processing industry; genetic algorithms; neural nets; search problems; backpropagation; food processing industry; genetic algorithm; neural network model; search methods; simplex; sugar crystalization; Crystallization; Emulation; Genetic algorithms; Neural networks; Search methods;
Conference_Titel :
Intelligent Control and Automation, 2000. Proceedings of the 3rd World Congress on
Conference_Location :
Hefei
Print_ISBN :
0-7803-5995-X
DOI :
10.1109/WCICA.2000.860036
