Journal
PAKISTAN JOURNAL OF STATISTICS AND OPERATION RESEARCH
Volume 17, Issue 2, Pages 427-433Publisher
UNIV PUNJAB
DOI: 10.18187/pjsor.v17i2.2431
Keywords
Fractional programming; Self concordant; Logarithm barrier function
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Funding
- Shahid Chamran University of Ahvaz
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This paper utilizes interior-point methods for solving fractional programming problems with second order cone constraints, proposing a logarithmic barrier function to demonstrate self-concordance and presenting an algorithm for computing ε-solutions. A numerical example is provided to illustrate the approach.
Some efficient interior-point methods (IPMs) are based on using a self-concordant barrier function related to the feasibility set of the underlying problem. Here, we use IPMs for solving fractional programming problems involving second order cone constraints. We propose a logarithmic barrier function to show the self concordant property and present an algorithm to compute epsilon-solution of a fractional programming problem. Finally, we provide a numerical example to illustrate the approach.
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