Journal of Siberian Federal University. Mathematics & Physics / Efficient Inverse Barrier Method for Nonlinear Optimization

Full text (.pdf)
Issue
Journal of Siberian Federal University. Mathematics & Physics. Prepublication
Authors
Aicha Kraria; Bachir Merikhi; Djamel Benterki; Adnan Yassine
Contact information
Aicha Kraria; Laboratory of Fundamental and Numerical Mathematics Department of Mathematics Setif 1 University Ferhat Abbas Setif, 19000, Algeria; ; Bachir Merikhi: Laboratory of Fundamental and Numerical Mathematics Department of Mathematics Setif 1 University Ferhat Abbas Setif, 19000, Algeria; ; Djamel Benterki: Laboratory of Fundamental and Numerical Mathematics Department of Mathematics Setif 1 University Ferhat Abbas Setif, 19000, Algeria; ; Adnan Yassine: Laboratory of Applied Mathematics of Le Havre Le Havre University Normandy 76600, Le Havre, France;
Keywords
interior point method; nonlinear programming; inverse barrier method
Abstract

In this paper, we use a new variant of inverse barrier method to solve a nonlinear optimization problem. The new inverse barrier function depends on the components of the penalty vector and preserves the properties of the original problem. The descent direction is calculated using Newton’s method, while the step size is calculated using the tangent technique and the backtracking with interpolation technique in parallel with Wolfe’s method

Pages
88–99
EDN
IYRKHL
Paper at repository of SibFU
https://elib.sfu-kras.ru/handle/2311/157936