Composite-Step Like Filter Methods for Equality Constraint Problems

Composite-Step Like Filter Methods for Equality Constraint Problems

Year:    2003

Author:    Pu-Yan Nie

Journal of Computational Mathematics, Vol. 21 (2003), Iss. 5 : pp. 613–624

Abstract

  In a composite-step approach, a step $s_k$ is computed as the sum of two components $v_k$ and $h_k$. The normal component $v_k$, which is called the vertical step, aims to improve the linearized feasibility, while the tangential compoent $h_k$, which is also called horizontal step, concentrates on reducing a model of the merit functions. As a filter method, it reduces both the infeasibility and the objective function. This is the same property of these two methods. In this paper, one concerns the composite-step like filter approach. That is, a step is tangential component $h_k$ if the infeasibility is reduced. Or else, $s_k$ is a composite step composed of normal component $v_k$ and tangential component $h_k$.

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Journal Article Details

Publisher Name:    Global Science Press

Language:    English

DOI:    https://doi.org/2003-JCM-10240

Journal of Computational Mathematics, Vol. 21 (2003), Iss. 5 : pp. 613–624

Published online:    2003-01

AMS Subject Headings:   

Copyright:    COPYRIGHT: © Global Science Press

Pages:    12

Keywords:    Composite-step like approaches Filter methods Equality constraints Sequential quadratic programming(SQP) algorithms Tangential component Convergence.

Author Details

Pu-Yan Nie