Title :
A fuzzy neural network based on rough sets and its applications to chemical fiber production process
Author :
Shuangye, Chen ; Jikai, Yi
Author_Institution :
Electron. Inf. & Control Eng. Coll., Beijing Polytech. Univ., China
Abstract :
A fuzzy neural network based on rough sets is presented. First, a set of rough rules are obtained from the given training data by using rough sets theory, then the structure and model are designed according these rules, and then training the networks by neural networks technique. Experiments that simulate the control process of side-wind for chemical fibers are carried out. The results proved its efficiency and feasibility
Keywords :
chemical technology; fuzzy neural nets; knowledge acquisition; process control; rough set theory; chemical fiber production process; fuzzy neural network; rough sets; side-wind; Artificial neural networks; Chemical processes; Chemical products; Fuzzy control; Fuzzy logic; Fuzzy neural networks; Neural networks; Production; Rough sets; Training data;
Conference_Titel :
Info-tech and Info-net, 2001. Proceedings. ICII 2001 - Beijing. 2001 International Conferences on
Conference_Location :
Beijing
Print_ISBN :
0-7803-7010-4
DOI :
10.1109/ICII.2001.983852
