@article{(Open Science Index):https://publications.waset.org/pdf/1416, title = {Percolation Transition with Hidden Variables in Complex Networks}, author = {Zhanli Zhang and Wei Chen and Xin Jiang and Lili Ma and Shaoting Tang and Zhiming Zheng}, country = {}, institution = {}, abstract = {A new class of percolation model in complex networks, in which nodes are characterized by hidden variables reflecting the properties of nodes and the occupied probability of each link is determined by the hidden variables of the end nodes, is studied in this paper. By the mean field theory, the analytical expressions for the phase of percolation transition is deduced. It is determined by the distribution of the hidden variables for the nodes and the occupied probability between pairs of them. Moreover, the analytical expressions obtained are checked by means of numerical simulations on a particular model. Besides, the general model can be applied to describe and control practical diffusion models, such as disease diffusion model, scientists cooperation networks, and so on.}, journal = {International Journal of Mathematical and Computational Sciences}, volume = {4}, number = {12}, year = {2010}, pages = {1495 - 1498}, ee = {https://publications.waset.org/pdf/1416}, url = {https://publications.waset.org/vol/48}, bibsource = {https://publications.waset.org/}, issn = {eISSN: 1307-6892}, publisher = {World Academy of Science, Engineering and Technology}, index = {Open Science Index 48, 2010}, }