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R.M.古德温商业周期模型的数值探索

Numerical explorations of R. M. Goodwin's business cycle model.

作者信息

Jakimowicz Aleksander

机构信息

Department of Economics, Faculty of Economic Sciences and Management, Nicolaus Copernicus University, Poland.

出版信息

Nonlinear Dynamics Psychol Life Sci. 2010 Jan;14(1):69-83.

PMID:20021778
Abstract

Goodwin's model, which was formulated in , still attracts economists' attention. The model possesses numerous interesting properties that have been discovered only recently due to the development of the chaos theory and the complexity theory. The first numerical explorations of the model were conducted in the early s by Strotz, McAnulty and Naines (1953). They discovered the coexistence of attractors that are well-known today, two properties of chaotic systems: the sensitive dependence on the initial conditions and the sensitive dependence on parameters. The occurrence of periodic and chaotic attractors is dependent on the value of parameters in a system. In case of certain parametric values fractal basin boundaries exist which results in enormous system sensitivity to external noise. If periodic attractors are placed in the neighborhood of the fractal basin boundaries, then even a low external noise can move the trajectory into the region in which the basin's structure is tangled. This leads to a kind of movement that resembles a chaotic movement on a strange attractor. In Goodwin's model, apart from typical chaotic behavior, there exists yet another kind of complex movements - transient chaotic behavior that is caused by the occurrence of invariant chaotic sets that are not attracting. Such sets are represented by chaotic saddles. Some of the latest observation methods of trajectories lying on invariant chaotic sets that are not attracting are straddle methods. This article provides examples of the basin boundary straddle trajectory and the saddle straddle trajectory. These cases were studied by Lorenz and Nusse (2002). I supplement the results they acquired with calculations of capacity dimension and correlation dimension.

摘要

古德温模型于[具体年份]制定,至今仍吸引着经济学家的关注。由于混沌理论和复杂性理论的发展,该模型具有许多有趣的特性,而这些特性直到最近才被发现。该模型的首次数值探索是由斯特罗茨、麦卡纳尔蒂和奈恩斯在20世纪50年代早期进行的(1953年)。他们发现了如今广为人知的吸引子共存现象,以及混沌系统的两个特性:对初始条件的敏感依赖性和对参数的敏感依赖性。周期吸引子和混沌吸引子的出现取决于系统中参数的值。在某些参数值的情况下,存在分形盆地边界,这导致系统对外部噪声具有极大的敏感性。如果周期吸引子位于分形盆地边界附近,那么即使是低外部噪声也可能将轨迹移动到盆地结构混乱的区域。这会导致一种类似于在奇怪吸引子上的混沌运动的运动。在古德温模型中,除了典型的混沌行为外,还存在另一种复杂运动——由非吸引性不变混沌集的出现引起的瞬态混沌行为。这样的集合由混沌鞍点表示。一些最新的用于观察非吸引性不变混沌集上轨迹的方法是跨骑方法。本文提供了盆地边界跨骑轨迹和鞍点跨骑轨迹的示例。这些情况由洛伦兹和努塞进行了研究(2002年)。我用容量维数和关联维数的计算补充了他们获得的结果。

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