Critical Dynamics of Random Surfaces

Christof Schmidhuber
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Abstract

Conformal field theories with central charge $c\le1$ on random surfaces have been extensively studied in the past. Here, this discussion is extended from their equilibrium distribution to their critical dynamics. This is motivated by the conjecture that these models describe the time evolution of certain social networks that are self-driven to a critical point. The time evolution of the surface area is identified as a Cox Ingersol Ross process. Planar surfaces shrink, while higher genus surfaces grow until the cosmological constant stops their growth. Three different equilibrium states are distingushed, dominated by (i) small planar surfaces, (ii) large surfaces with high but finite genus, and (iii) foamy surfaces, whose genus diverges. Time variations of the order parameter are analyzed and are found to have generalized hyperbolic distributions. In state (i), those have power law tails with a tail index close to 4. Analogies between the time evolution of the order parameter and a multifractal random walk are also pointed out.
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随机表面的临界动力学
过去曾对随机表面上具有中心电荷 $c\le1$ 的共形场论进行过广泛的研究。在这里,讨论从它们的平衡分布扩展到它们的临界动力学。这是出于这样一个猜想:这些模型描述了某些社会网络自驱动到临界点的时间演化。表面积的时间演化被认为是一个考克斯-英格索尔-罗斯过程。平面表面缩小,而高属表面增长,直到宇宙常数阻止其增长。研究发现了三种不同的平衡状态:(i) 较小的平面表面;(ii) 高属但有限的大表面;(iii) 属发散的泡沫表面。分析发现,阶参数的时间变化具有广义双曲分布。还指出了阶次参数的时间演化与多分形随机行走之间的类比关系。
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