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An exact closed-form solution for linear multi-degree-of-freedom systems under Gaussian white noise via the Wiener path integral technique

机译:通过维纳路径整体技术在高斯白噪声下线性多程度自由度系统的精确闭合液解决方案

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摘要

The exact joint response transition probability density function (PDF) of linear mull-degree-of-freedom oscillators under Gaussian white noise is derived in closed-form based on the Wiener path integral (WPI) technique. Specifically, in the majority of practical implementations of the WPI technique, only the first couple of terms are retained in the functional expansion of the path integral related stochastic action. The remaining terms are typically omitted since their evaluation exhibits considerable analytical and computational challenges. Obviously, this approximation affects, unavoidably, the accuracy degree of the technique. However, it is shown herein that, for the special case of linear systems, higher than second order variations in the path integral functional expansion vanish, and thus, retaining only the first term (most probable path approximation) yields the exact joint response transition Gaussian PDF. Both single- and mull-degree-of-freedom linear systems are considered as illustrative examples for demonstrating the exact nature of the derived solutions. In this regard, the herein derived analytical results are also compared with readily available in the literature closed-form exact solutions obtained by alternative stochastic dynamics techniques. In addition to the mathematical merit of the derived exact solution, the closed-form joint response transition PDF can also serve as a benchmark for assessing the performance of alternative numerical solution methodologies.
机译:基于维纳路径积分(WPI)技术的闭合形式导出了高斯白噪声下线性仔细自由度振荡器的确切接合响应转变概率密度函数(PDF)。具体地,在WPI技术的大多数实际实现中,仅在路径积分相关随机作用的功能膨胀中仅保留第一术语。通常省略其余术语,因为他们的评估表现出相当大的分析和计算挑战。显然,这种近似影响,不可避免地,技术的准确度。然而,如本文所示,对于线性系统的特殊情况,对于路径整体功能扩展的特殊情况高于二阶变化,因此,仅保留第一项(最可能的路径近似)产生精确的关节响应转换高斯PDF。单次和母鹿自由度的线性系统被认为是用于说明衍生解决方案的确切性质的说明性示例。在这方面,本文得出的分析结果也与通过替代随机动力学技术获得的文献闭合形式精确溶液中的容易获得的衍生分析结果。除了衍生精确解决方案的数学优点之外,闭合形式的关节响应转变PDF还可以用作评估替代数值解决方法的性能的基准。

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