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The Multilinear Algebra of the Moments of Distributions in the Analysis of Nonlinear Stochastic Systems

机译:非线性随机系统分析中分布矩的多线性代数

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摘要

The differential equations are obtained for multilinear moment forms of the phase vector of a stochastic system described by the nonlinear stochastic Ito equation. The equations are derived for mixed moment forms of the process whose phase vector takes values in the product space. Multilinear cumulant forms are defined, and the link is established between the moments and cumulants. The issues of approximate solution of an infinite set of equations for the moments are discussed. The exact solution is given to the equations for the moments of a specific two-dimensional bilinear system.
机译:针对非线性系统随机Ito方程描述的随机系统相位矢量的多线性矩形式,获得了微分方程。这些方程是针对过程的混合矩形式导出的,其相向量在乘积空间中取值。定义了多线性累积量形式,并在力矩和累积量之间建立了联系。讨论了该时刻的无限组方程的近似解的问题。给出了特定二维双线性系统矩的方程的精确解。

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