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arXiv 2012.09998cond-mat.stat-mechcond-mat.dis-nnmath-phmath.MPmath.PR
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加权网络中的系综不等价与玻色-爱因斯坦凝聚

Ensemble nonequivalence and Bose-Einstein condensation in weighted networks

Qi Zhang, Diego Garlaschelli

AI总结:

本文首次研究了加权网络中具有局部约束的系综不等价性,发现广延数量的局部约束会导致相对熵密度非零从而破坏系综等价性,且该现象独立于网络中发生的玻色-爱因斯坦凝聚相变。

摘要:

描述分别具有软约束和硬约束系统的正则系综与微正则系综的渐近(不)等价性,是统计物理中的核心概念。传统上,系综等价性(EE)的破缺与热力学极限下约束的非零相对正则涨落有关。最近,它被重新表述为微正则和正则概率之间非零相对熵密度的形式。最早关于EE破坏的观察需要相变或长程相互作用。最近对二进制网络的研究发现,即使没有相变,广延数量的局部约束也能破坏EE。在这里,我们首次研究了具有局部约束的加权网络中的系综不等价性。与其二进制对应物不同,这些网络可以经历一种形式的玻色-爱因斯坦凝聚(BEC),产生核心-边缘结构,其中有限比例的链接权重集中在核心。这一现象创造了一个独特的环境,使局部约束与相变共存。我们发现仅在凝聚相中存在残存的相对涨落,如同在更传统的BEC设置中一样。然而,我们也发现在所有温度下都存在非零的相对熵密度,这表明由于存在广延数量的约束,EE发生了破缺,而与BEC无关。因此,在存在广延数量的局部约束时,消失的相对涨落不再保证EE。

英文摘要:

The asymptotic (non)equivalence of canonical and microcanonical ensembles, describing systems with soft and hard constraints respectively, is a central concept in statistical physics. Traditionally, the breakdown of ensemble equivalence (EE) has been associated with nonvanishing relative canonical fluctuations of the constraints in the thermodynamic limit. Recently, it has been reformulated in terms of a nonvanishing relative entropy density between microcanonical and canonical probabilities. The earliest observations of EE violation required phase transitions or long-range interactions. More recent research on binary networks found that an extensive number of local constraints can also break EE, even in absence of phase transitions. Here we study for the first time ensemble nonequivalence in weighted networks with local constraints. Unlike their binary counterparts, these networks can undergo a form of Bose-Einstein condensation (BEC) producing a core-periphery structure where a finite fraction of the link weights concentrates in the core. This phenomenon creates a unique setting where local constraints coexist with a phase transition. We find surviving relative fluctuations only in the condensed phase, as in more traditional BEC settings. However, we also find a non-vanishing relative entropy density for all temperatures, signalling a breakdown of EE due to the presence of an extensive number of constraints, irrespective of BEC. Therefore, in presence of extensively many local constraints, vanishing relative fluctuations no longer guarantee EE.

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