ANNEALED CHAOTIC HOPFIELD NETWORK AND ITS APPLICATION IN CLUSTERING OF RESERVOIR
ZHANG Jun-hua,ZHANG Duo-rong,WANG Yong-gang,et al.(College of Geo-resources and Information,China Petroleum University,Dongying, 257061,China).
In this paper,an annealed chaotic Hopfield network(ACHN) is proposed and applied in clustering of the gravel body reservoir.In the paper,the basic theory and strategy of ACHN clustering are discussed in detail and how to mark chaotic neurons,constrain Hopfield network with known information,and anneal with chaos is also introduced.The much fine clustering results show that the method can successfully solve the problem of local minima in Hopfield network,and obtain the global optimal solution.
【CateGory Index】： TP183