A long-step primal-dual path-following method for semidefinite programming

被引:3
作者
Jiang, JM [1 ]
机构
[1] Tsing Hua Univ, Dept Appl Math, Beijing 100084, Peoples R China
关键词
semidefinite programming; primal-dual interior point methods; proximity measure; logarithmic barrier function;
D O I
10.1016/S0167-6377(98)00018-2
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 [运筹学与控制论]; 12 [管理学]; 1201 [管理科学与工程]; 1202 [工商管理学]; 120202 [企业管理];
摘要
In this paper, the long-step primal-dual path-following method of Jansen et al. is extended from linear programming to semidefinite programming. By generalizing the proximity measure and using the Nesterov-Todd direction as the search direction, we construct an algorithm which finds an E-optimal solution in at most O(n\In epsilon\) iterations. (C) 1998 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:53 / 61
页数:9
相关论文
共 27 条
[1]
INTERIOR-POINT METHODS IN SEMIDEFINITE PROGRAMMING WITH APPLICATIONS TO COMBINATORIAL OPTIMIZATION [J].
ALIZADEH, F .
SIAM JOURNAL ON OPTIMIZATION, 1995, 5 (01) :13-51
[2]
ALIZADEH F, 1995, COMPLEMENTARITY NOND
[3]
A LONG-STEP BARRIER METHOD FOR CONVEX QUADRATIC-PROGRAMMING [J].
ANSTREICHER, KM ;
DENHERTOG, D ;
ROOS, C ;
TERLAKY, T .
ALGORITHMICA, 1993, 10 (05) :365-382
[4]
ANSTREICHER KM, 1996, LONG STEP PATH FOLLO
[5]
den Hertog D., 1994, Interior Point Approach to Linear, Quadratic and Convex Programming
[6]
[7]
FAYBUSOVICH L, 1995, SEMIDEFINITE PROGRAM
[8]
FAYBUSOVICH L, IN PRESS SIAM J OPTI
[9]
FREUND RM, 1994, 30294 MIT
[10]
HE B, 1996, 9627 DELFT U TECHN F