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Solution method for underdetermined systems of nonlinear equations

机译:欠定非线性方程组的求解方法

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摘要

In this paper we present a new solution method for underdetermined systems of nonlinear equations in a neighborhood of a certain point of the variety of solutions where the Jacoby matrix has incomplete rank. Such systems are usually called degenerate. It is known that the Gauss Newton method can be used in the degenerate case. However, the variety of solutions in a neighborhood of the considered point can have several branches in the degenerate case. Therefore, the analysis of convergence of the method requires special techniques based on the constructions of the theory of p-regularity and p-factor-operators.
机译:在本文中,我们提出了一种新的求解方法,该方法用于在Jacoby矩阵具有不完全秩的各种解的某个点附近的欠定非线性方程组。这种系统通常称为简并系统。众所周知,在退化情况下可以使用高斯牛顿法。但是,在退化的情况下,所考虑点附近的各种解决方案可以具有多个分支。因此,该方法的收敛性分析需要基于p正则和p因子算子理论构建的特殊技术。

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