Centro Brasileiro de Pesquisas Fisicas, Rua Xavier Sigaud 150, 22290-180 Rio de Janeiro-RJ, Brazil.
Centro Brasileiro de Pesquisas Fisicas and National Institute of Science and Technology of Complex Systems, Rua Xavier Sigaud 150, 22290-180 Rio de Janeiro-RJ, Brazil.
Phys Rev E. 2016 Jun;93(6):062213. doi: 10.1103/PhysRevE.93.062213. Epub 2016 Jun 14.
We introduce a generalized d-dimensional Fermi-Pasta-Ulam model in the presence of long-range interactions, and perform a first-principle study of its chaos for d=1,2,3 through large-scale numerical simulations. The nonlinear interaction is assumed to decay algebraically as d_{ij}^{-α} (α≥0), {d_{ij}} being the distances between N oscillator sites. Starting from random initial conditions we compute the maximal Lyapunov exponent λ_{max} as a function of N. Our N≫1 results strongly indicate that λ_{max} remains constant and positive for α/d>1 (implying strong chaos, mixing, and ergodicity), and that it vanishes like N^{-κ} for 0≤α/d<1 (thus approaching weak chaos and opening the possibility of breakdown of ergodicity). The suitably rescaled exponent κ exhibits universal scaling, namely that (d+2)κ depends only on α/d and, when α/d increases from zero to unity, it monotonically decreases from unity to zero, remaining so for all α/d>1. The value α/d=1 can therefore be seen as a critical point separating the ergodic regime from the anomalous one, κ playing a role analogous to that of an order parameter. This scaling law is consistent with Boltzmann-Gibbs statistics for α/d>1, and possibly with q statistics for 0≤α/d<1.
我们引入了一个具有长程相互作用的广义 d 维费米-帕斯塔-乌拉姆模型,并通过大规模数值模拟对其混沌进行了 d=1,2,3 的第一性原理研究。假设非线性相互作用按 d_{ij}^{-α}(α≥0)的方式衰减(其中 d_{ij}是 N 个振子位置之间的距离)。从随机初始条件开始,我们计算了作为 N 的函数的最大 Lyapunov 指数 λ_{max}。我们的 N≫1 结果强烈表明,对于 α/d>1(意味着强混沌、混合和遍历性),λ_{max}保持常数和正值,而对于 0≤α/d<1,它像 N^{-κ}一样消失(因此接近弱混沌并有可能破坏遍历性)。适当缩放后的指数 κ 表现出普遍的标度,即 (d+2)κ 仅取决于 α/d,并且当 α/d 从 0 增加到 1 时,它从 1 单调减小到 0,并保持在所有 α/d>1 的情况下如此。因此,α/d=1 可以看作是将遍历态与异常态分开的临界点,κ 起着类似于序参量的作用。这种标度定律与 α/d>1 时的玻尔兹曼-吉布斯统计一致,并且对于 0≤α/d<1 时可能与 q 统计一致。