Mandelbrot Law of Evolving Networks
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Abstract
We show that the degree distribution of a growing network with linear preferential attachment approximately follows the Mandelbrot law, and propose an analytical method based on a recursive formula that can be used to obtain a more accurate expression of the shifting coefficient. Simulations demonstrate the advantages of our method. This work provides a possible mechanism leading to the Mandelbrot law of evolving networks, and refines the mainstream analytical methods for the shifting coefficient.
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REN Xue-Zao, YANG Zi-Mo, WANG Bing-Hong, ZHOU Tao. Mandelbrot Law of Evolving Networks[J]. Chin. Phys. Lett., 2012, 29(3): 038904. DOI: 10.1088/0256-307X/29/3/038904
REN Xue-Zao, YANG Zi-Mo, WANG Bing-Hong, ZHOU Tao. Mandelbrot Law of Evolving Networks[J]. Chin. Phys. Lett., 2012, 29(3): 038904. DOI: 10.1088/0256-307X/29/3/038904
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REN Xue-Zao, YANG Zi-Mo, WANG Bing-Hong, ZHOU Tao. Mandelbrot Law of Evolving Networks[J]. Chin. Phys. Lett., 2012, 29(3): 038904. DOI: 10.1088/0256-307X/29/3/038904
REN Xue-Zao, YANG Zi-Mo, WANG Bing-Hong, ZHOU Tao. Mandelbrot Law of Evolving Networks[J]. Chin. Phys. Lett., 2012, 29(3): 038904. DOI: 10.1088/0256-307X/29/3/038904
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