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    Université de Fribourg

    Empirical study on clique-degree distribution of networks

    Xiao, Wei-Ke ; Ren, Jie ; Qi, Feng ; Song, Zhi-Wei ; Zhu, Meng-Xiao ; Yang, Hong-Feng ; Jin, Hui-Yu ; Wang, Bing-Hong ; Zhou, Tao

    In: Physical Review E, 2007, vol. 76, no. 3, p. 037102

    The community structure and motif-modular-network hierarchy are of great importance for understanding the relationship between structures and functions. We investigate the distribution of clique degrees, which are an extension of degree and can be used to measure the density of cliques in networks. Empirical studies indicate the extensive existence of power-law clique-degree distributions in...

    Université de Fribourg

    Randomness enhances cooperation: A resonance-type phenomenon in evolutionary games

    Ren, Jie ; Wang, Wen-Xu ; Qi, Feng

    In: Physical Review E, 2007, vol. 75, p. 045101

    We investigate the effect of randomness in both relationships and decisions on the evolution of cooperation. Simulation results show, in such randomness' presence, the system evolves more frequently to a cooperative state than in its absence. Specifically, there is an optimal amount of randomness, which can induce the highest level of cooperation. The mechanism of randomness promoting cooperation...