Mean-field limit for particle systems with topological interactions

D. Benedetto, E. Caglioti, S. Rossi
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引用次数: 3

Abstract

Many interesting physical systems can be described at the microscopic level as particle dynamics and at the mesoscopic level with kinetic equations. In the wide field of two-body interactions, the link between these two regimes is mathematically well understood in the case of the mean-field limit, i.e. when the density of the particles diverges with their number N , the mean free path vanishes as 1{N and the interaction intensity scales with 1{N . In this limit, each particle feels the interaction with the others as a mean. A rigorous mathematical proof of this result can be done in the case of two-body interactions with sufficiently regular potentials. This classical achievement has been obtained independently by several authors in the ’70s (see [5, 14, 27]) and its explanation is particularly clear in the Dobrushin’s argument [14] where the result follows by noticing that the empirical measure associated with the particle system is a weak solution of the mean-field equation; the proof follows by showing the weak continuity, w.r.t the initial datum, of the weak solutions. Although the theory for regular pairwise interactions is sufficiently well understood, going beyond it considering singular potentials, is instead a harder task. This is the case of the three-dimensional VlasovPoisson equation, which is the most important equation of plasma physics and of galactic dynamics, based on the choice of the Coulomb or Newton potential, respectively. In this equation, the potential 1{r is singular at the origin and does not belong to any L space. Although the mean-field limit for the Vlasov-Poisson equation remains an open
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具有拓扑相互作用的粒子系统的平均场极限
许多有趣的物理系统可以在微观水平上用粒子动力学来描述,在中观水平上用动力学方程来描述。在两体相互作用的宽场中,在平均场极限的情况下,这两种状态之间的联系在数学上得到了很好的理解,即当粒子的密度随着它们的数量N而分散时,平均自由程随着1{N而消失,相互作用强度随着1{N而变化。在这个极限中,每个粒子都将与其他粒子的相互作用视为均值。对于具有足够规则势的两体相互作用,可以对这一结果进行严格的数学证明。这一经典成就是在70年代由几位作者独立获得的(见[5,14,27]),其解释在Dobrushin的论证[14]中特别清楚,其结果是注意到与粒子系统相关的经验测量是平均场方程的弱解;证明是通过证明弱解的弱连续性,即弱解的初始基准。尽管规则的成对相互作用理论已经被充分理解,但要超越它,考虑奇异势,反而是一项艰巨的任务。这就是三维VlasovPoisson方程的情况,它是等离子体物理学和星系动力学中最重要的方程,分别基于库仑势或牛顿势的选择。在这个方程中,势1{r在原点是奇异的,不属于任何L空间。尽管Vlasov-Poisson方程的平均场极限仍然是一个开放的
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来源期刊
CiteScore
3.00
自引率
5.30%
发文量
11
期刊介绍: MEMOCS is a publication of the International Research Center for the Mathematics and Mechanics of Complex Systems. It publishes articles from diverse scientific fields with a specific emphasis on mechanics. Articles must rely on the application or development of rigorous mathematical methods. The journal intends to foster a multidisciplinary approach to knowledge firmly based on mathematical foundations. It will serve as a forum where scientists from different disciplines meet to share a common, rational vision of science and technology. It intends to support and divulge research whose primary goal is to develop mathematical methods and tools for the study of complexity. The journal will also foster and publish original research in related areas of mathematics of proven applicability, such as variational methods, numerical methods, and optimization techniques. Besides their intrinsic interest, such treatments can become heuristic and epistemological tools for further investigations, and provide methods for deriving predictions from postulated theories. Papers focusing on and clarifying aspects of the history of mathematics and science are also welcome. All methodologies and points of view, if rigorously applied, will be considered.
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