A Study of Indicators for Identifying Zero Variables in Interior-Point Methods

Date
1991-06
Journal Title
Journal ISSN
Volume Title
Publisher
Abstract

The ability to identify zero variables early on in an iterative method is of considerable value and can be used to computational advantage. In this work we first give a formal presentation of the notion of indicators for identifying zero variables, and then study various indicators proposed in the literature for use with interior-point methods for linear programming. We present both theory and experimentation that speaks strongly against the use of the variables as indicators; perhaps the most frequently used indicator in the literature. Our study implies that an indicator proposed by Tapia in 1980 is particularly effective in the context of primal-dual interior-point methods.

Description
Advisor
Degree
Type
Technical report
Keywords
Citation

El-Bakry, A., Tapia, R.A. and Zhang, Y.. "A Study of Indicators for Identifying Zero Variables in Interior-Point Methods." (1991) https://hdl.handle.net/1911/101719.

Has part(s)
Forms part of
Published Version
Rights
Link to license
Citable link to this page