A long-step primal-dual algorithm for the symmetric programming problem

被引:12
作者
Faybusovich, L [1 ]
Arana, R [1 ]
机构
[1] Univ Notre Dame, Dept Math, Notre Dame, IN 46556 USA
关键词
Jordan algebras; interior-point algorithms;
D O I
10.1016/S0167-6911(01)00092-5
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Based on the techniques of Euclidean Jordan algebras, we prove complexity estimates for a long-step primal-dual interior-point algorithm for the optimization problem of the minimization of a linear function on a feasible set obtained as the intersection of an affine subspace and a symmetric cone. This result provides a meaningful illustration of a power of the technique of Euclidean Jordan algebras applied to problems under consideration. (C) 2001 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:3 / 7
页数:5
相关论文
共 10 条
[1]  
BASS M, 1998, INT J ROBOT RES, V17, P831
[2]  
Faraut J., 1994, Analysis on symmetric cones
[3]   Linear systems in Jordan algebras and primal-dual interior-point algorithms [J].
Faybusovich, L .
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 1997, 86 (01) :149-175
[4]   Euclidean Jordan algebras and interior-point algorithms [J].
Faybusovich, L .
POSITIVITY, 1997, 1 (04) :331-357
[5]  
FAYBUSOVICH L, 1998, JORDAN ALGEBRAIC APP
[6]   Self-scaled barriers and interior-point methods for convex programming [J].
Nesterov, YE ;
Todd, MJ .
MATHEMATICS OF OPERATIONS RESEARCH, 1997, 22 (01) :1-42
[7]  
STURM J, 1998, SPECTRAL RELATIONS S
[8]   On the long-step path-following method for semidefinite programming [J].
Sturm, JF ;
Zhang, SZ .
OPERATIONS RESEARCH LETTERS, 1998, 22 (4-5) :145-150
[9]  
TSUCHIYA T, 1998, CONVERGENCE ANAL SCA
[10]  
Wright S., 1997, Primal-dual interior-point methods