Hysteresis cellular neural networks for solving combinatorial optimization problems
Proceedings of the 2002 7th IEEE International Workshop on Cellular Neural Networks and Their Applications - Trang 539-546
Tóm tắt
Hysteresis cellular neural networks are one of artificial neural networks which work effectively against large scale problems. In the previous work, remarkable methods have never been developed to overcome the defects of hysteresis cellular neural networks. We then propose a novel architecture for combinatorial optimization problems to overcome them. Experimental results indicate the efficiency of the architecture.
Từ khóa
#Hysteresis #Cellular neural networks #Artificial neural networks #Large-scale systems #Limit-cycles #Piecewise linear techniques #Electronic mail #Cellular networks #Computer architecture #Heuristic algorithmsTài liệu tham khảo
nakaguchi, 1998, Analysis of Simple Hysteresis Network and It's Applications, Proc of IEEE/ISCAS'98 TAA-7, 5