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简而言之,自组织临界性。

Self-organized criticality in a nutshell.

作者信息

Nagler J, Hauert C, Schuster H G

机构信息

Institut für Theoretische Physik und Astrophysik, Christian-Albrechts-Universität, Olshausenstrasse 40, 24118 Kiel, Germany.

出版信息

Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics. 1999 Sep;60(3):2706-9. doi: 10.1103/physreve.60.2706.

Abstract

In order to gain insight into the nature of self-organized criticality (SOC), we present a minimal model exhibiting this phenomenon. In this analytically solvable model, the state of the system is fully described by a single-integer variable. The system organizes in its critical state without external tuning. We derive analytically the probability distribution of durations of disturbances propagating through the system. As required by SOC, this distribution is scale invariant and follows a power law over several orders of magnitude. Our solution also reproduces the exponential tail of the distribution due to finite size effects. Moreover, we show that large avalanches are suppressed when stabilizing the system in its critical state. Interestingly, avalanches are affected in a similar way when driving the system away from the critical state. With this model, we have reduced SOC dynamics to a leveling process as described by Ehrenfest's famous flea model.

摘要

为了深入了解自组织临界性(SOC)的本质,我们提出了一个展示这种现象的极简模型。在这个可解析求解的模型中,系统的状态由一个单整数变量完全描述。系统在没有外部调节的情况下组织成临界状态。我们通过解析推导得出了扰动在系统中传播的持续时间的概率分布。正如SOC所要求的,这种分布是尺度不变的,并且在几个数量级上遵循幂律。我们的解还由于有限尺寸效应再现了分布的指数尾部。此外,我们表明,当将系统稳定在临界状态时,大的雪崩会受到抑制。有趣的是,当将系统驱动远离临界状态时,雪崩也会受到类似的影响。通过这个模型,我们已经将SOC动力学简化为埃伦费斯特著名的跳蚤模型所描述的一种平衡过程。

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