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Transition Features from Simplicity-Universality to Complexity-Diversification Under UHNTF

Transition Features from Simplicity-Universality to Complexity-Diversification Under UHNTF

作     者:方锦清 李勇 

作者机构:Network Science GroupChina Institute of Atomic Energy 

出 版 物:《Communications in Theoretical Physics》 (理论物理通讯(英文版))

年 卷 期:2010年第53卷第2期

页      面:389-398页

核心收录:

学科分类:07[理学] 070104[理学-应用数学] 0701[理学-数学] 

基  金:Supported by National Natural Science Foundation of China under Grant Nos. 70431002  10647001  and 60874087 

主  题:unified hybrid network theoretical framework unified hybrid network model with variable speedgrowth network complexity pyramid complexity-diversification simplicity-universality 

摘      要:A large unified hybrid network model with a variable speed growth (LUHNM-VSG) is proposed as third model of the unified hybrid network theoretical framework (UHNTF). A hybrid growth ratio vg of deterministic linking number to random linking number and variable speed growth index a are introduced in it. The main effects of vg and a on topological transition features of the LUHNM-VSC are revealed. For comparison with the other models, we construct a type of the network complexity pyramid with seven levels, in which from the bottom level-1 to the top level-7 of the pyramid simplicity-universality is increasing but complexity-diversity is decreasing. The transition relations between them depend on matching of four hybrid ratios (dr, fd, gr, vg). Thus the most of network models can be investigated in the unification way via four hybrid ratios (dr, fd, gr, vg). The LUHNM-VSG as the level-1 of the pyramid is much better and closer to description of real-world networks as well as has potential application.

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