In this paper we present some novel neural network algorithms for combinatorial optimization and some applications of information processing. An artificial neural networt is an information processing system that has certain performance characteristics in common with biological neural networks. Neural network possesses many of advantages : simple structure, easy implementation in hardware, the basic parallel computational architecture, etc. In the past decade, a lot of neural networks algorithms were propose...