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A New Smoothing Inexact Newton Method for Generalized Nonlinear Complementarity Problem

机译:广义非线性互补问题的一种新的光滑不精确牛顿法

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摘要

Based on the smoothing NCP function, we first reformulate the generalized nonlinear complementarity problem over a polyhedral cone as a smoothing system of equations, and then propose a new smoothing inexact Newton method for solving it. In each iteration, the corresponding linear system is solved only inexact solution. Under suitable conditions, we show that any accumulation point of the generated sequence is a solution of the generalized nonlinear complementarity problem. For the proposed method, we also obtain its global convergence under weaker conditions, and we further establish its local super linear(quadratic) convergence under the BD-regular assumption.
机译:基于平滑NCP函数,我们首先将多面锥上的广义非线性互补问题重新公式化为方程组的平滑系统,然后提出一种新的平滑不精确牛顿法进行求解。在每次迭代中,仅线性方程组不精确地求解。在适当的条件下,我们证明了所生成序列的任何累加点都是广义非线性互补问题的一种解决方案。对于所提出的方法,我们还获得了在较弱条件下的全局收敛性,并在BD-常规假设下进一步建立了其局部超线性(二次)收敛性。

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