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A Method for Creating a Real Network with Expected Mean and Variance of Degree Distribution (pp. 133-140) $100.00
Authors:  (WenJun Zhang and GuangHua Liu, School of Life Sciences, Sun Yat-sen University, Guangzhou, China, and others)
Abstract:
In the present study, an algorithm was developed to create a real network with an
expected mean and variance of degree distribution. In this algorithm, the normal
distribution was used as the basic distribution. Given expected mean and variance and
through the truncation of the negative interval (-∞,0) of normal distribution, random
distribution, exponential distribution and power law distribution can be approximated by
normal distribution. It is a statistical simulation procedure in which a real network, with
the least deviation of actual mean and variance to expected mean and variance of degree
distribution, was created, which is how the Java program was designed. It may produce
an adjacency matrix, connection details, and actual mean and variance of degree
distribution. 


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A Method for Creating a Real Network with Expected Mean and Variance of Degree Distribution (pp. 133-140)