基于节点度的自适应策略在复杂网络上动态传播中的影响分析

Analysis of the Influence of Adaptive Strategy Based on Node Degree on Dynamic Propagation in Complex Networks

由于自适应网络可以描述许多现实世界中网络结构随动力学影响而变化的特性受到学界的广泛关注,如疾病在社会网络上的传播、交通拥堵在道路网络上的传播等。为了进一步研究现实社会的传播动力学特性与网络结构的关系,提出了一种新的基于动态度分布的自适应网络生成机制,并给出了模型的演化形式及相应的仿真、分析结果,进一步对动态选择策略(DSS)和基于节点度的选择策略(DBSS)进行了比较分析。

Since adaptive networks can describe many characteristics of network structure changing with the influence of dynamics in the real world,they have attracted extensive attention in the academic circle,such as the spread of diseases on social networks and the spread of traffic jams on road networks.To further study the relationship between propagation dynamics and network structure in real society,a new adaptive network generation mechanism based on dynamic attitude distribution is proposed,the evolution form of the model and corresponding simulation results are given,and the dynamic selection strategy(DSS)and the node degree based selection strategy(DBSS)are further compared and analyzed.