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Limit Cycles in Two-Dimensional Quadratic Systems: Analytical Methods and Visualization

机译:二维二次系统中的极限环:分析方法和可视化

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The study of limit cycles of two-dimensional dynamical systems was stimulated by purely mathematical problems (the center-and-focus problem, Hilbert's sixteenth problem, and isochronous centers problem) as well as many applied problems (the oscillations of electronic generators and electrical machines, the dynamics of populations). In 1901 Hilbert, in his famous 16-th problem, posed a problem of the analysis of relative disposition and the number of limit cycles for two-dimensional polynomial systems. At the present time there exist different methods for "construction" of limit cycles. For a more than century history, in the framework of the solution of this problem the numerous theoretical and numerical results were obtained. But the problem is still far from being resolved even for the class of quadratic systems The appearance of modern computers permits one to use numerical simulation of complicated nonlinear dynamical systems and to obtain new information on the structure of their trajectories. However the possibilities of "simple" approach, based on the construction of trajectories by numerical integration of the considered differential equations, turned out to be highly limited. Academician V.I Arnol'd writes in his book: "To estimate the number of limit cycles of square vector fields on plane, A.N. Kolmogorov had distributed several hundreds of such fields (with randomly chosen coefficients of quadratic expressions) among a few hundreds of students of Mechanics and Mathematics Faculty of Moscow State University as a mathematical practice. Each student had to find the number of limit cycles of a field. The result of this experiment was absolutely unexpected: not a single field had a limit cycle! It is known that a limit cycle persists under a small change of field coefficients. Therefore, the systems with one, two, three (and even, as has become known later, four) limit cycles form an open set in the space of coefficients, and so for a random choice of polynomial coefficients, the probability of hitting in it is positive. The fact that this did not occur suggests that the above-mentioned probabilities are, apparently, small." In this lecture the effective analytical and numerical method for investigation and visualization of limit cycles will be discussed.
机译:纯粹由数学问题(中心和焦点问题,希尔伯特第十六问题和等时中心问题)以及许多应用问题(发电机和电机的振动)激发了对二维动力系统极限环的研究。 ,人口动态)。 1901年,希尔伯特(Hilbert)在他著名的第16个问题中提出了分析二维多项式系统的相对配置和极限环数的问题。目前,存在用于极限循环的“构造”的不同方法。在一个多世纪的历史中,在解决这个问题的框架内,获得了大量的理论和数值结果。但是,即使对于一类二次系统,该问题仍未解决。现代计算机的出现允许人们使用复杂的非线性动力学系统的数值模拟,并获得有关其轨迹结构的新信息。然而,基于通过考虑的微分方程的数值积分来构建轨迹的“简单”方法的可能性被高度限制。 VI Arnol院士在他的书中写道:“为了估算平面上平方向量场的极限环数,AN Kolmogorov已在数百名学生中分配了数百个这样的场(具有随机选择的二次表达式系数)莫斯科国立大学力学与数学系作为数学实践,每个学生都必须找到一个场的极限环数,该实验的结果是绝对出乎意料的:没有一个场具有极限环!极限周期在场系数的微小变化下仍然存在,因此,具有一个,两个,三个(甚至后来知道是四个)极限周期的系统在系数空间中形成一个开放集,因此对于一个随机数在选择多项式系数时,命中的可能性是正的。没有发生这种事实表明,上述几率显然很小。”在本讲座中,将讨论有效的分析和数值方法,以研究和可视化极限循环。

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