A way of finding networks communities with vector partitioning

To detect community structure in complex network effectively,modularity density function(D value) is optimized.By optimizing process,how the D function optimizing can be reformulated as a vector partitioning approach is shown and a new vector partitioning algorithm is proposed.The approach is illustrated by using a real world network.Experimental results indicate that the new algorithms are efficient for finding community structures in complex networks.