Many important high-dimensional dynamical systems exhibit complex chaotic behaviour. Their complexity means that their dynamics are necessarily comprehended under strong reducing assumptions. It is therefore important to have a clear picture of these reducing assumptions' range of validity. The highly influential chaotic hypothesis of Gallavotti and Cohen states that the large-scale dynamics of high-dimensional systems are effectively hyperbolic, which implies many felicitous statistical properties. We demonstrate, contrary to the chaotic hypothesis, the existence of non-hyperbolic large-scale dynamics in a mean-field coupled system. To do this we reduce the system to its thermodynamic limit, which we approximate numerically with a Chebyshev Galerkin transfer operator discretisation. This enables us to obtain a high precision estimate of a homoclinic tangency, implying a failure of hyperbolicity. Robust non-hyperbolic behaviour is expected under perturbation. As a result, the chaotic hypothesis should not be assumed to hold in all systems, and a better understanding of the domain of its validity is required.
翻译:许多重要的高维动态系统表现出复杂的混乱行为。 它们的复杂性意味着它们的动态必然在强大的降低假设下得到理解。 因此,必须清楚了解这些降低假设的有效性范围。 加拉沃蒂和科恩的极具影响力的混乱假设表明,高维系统的大规模动态实际上是超双曲线的,这意味着许多功能性的统计特性。 与混乱假设相反,我们证明,在一种平均场结合的系统中存在非超级波状的大规模动态。 为了做到这一点,我们把系统降低到热力极限,我们用一个切比谢夫·加勒金传输操作器的离散进行数字估计。 这使得我们能够获得对同性临床的高度精确估计,这意味着超偏执性的失败。 雄性非波纹行为预计受到干扰。 结果,混乱假设不应被假定在所有系统中都存在,需要更好地了解其有效性领域。