Interior-point algorithm for symmetric cone horizontal linear complementarity problems based on a new class of algebraically equivalent transformations

被引:0
|
作者
Darvay, Zsolt [1 ,2 ]
Rigo, Petra Renata [3 ]
机构
[1] Babes Bolyai Univ, Fac Math & Comp Sci, Cluj Napoca, Romania
[2] Corvinus Univ Budapest, Corvinus Inst Adv Stud, Budapest, Hungary
[3] Corvinus Univ Budapest, Budapest, Hungary
关键词
Horizontal linear complementarity problem; Cartesian product of symmetric cones; New class of AET functions; Interior-point algorithms; ENTROPY;
D O I
10.1007/s11590-023-02020-w
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We generalize a primal-dual interior-point algorithm (IPA) proposed recently in (Illes T, Rigo PR, Torok R Unified approach of primal-dual interior-point algo-rithms for a new class of AET functions, 2022) to P-*(x)-horizontal linear complementarity problems (LCPs) over Cartesian product of symmetric cones. The algorithm is based on the algebraic equivalent transformation (AET) technique with a new class of AET functions. The new class is a modification of the class of AET functions proposed in (Illes T, Rigo PR, Torok R Unified approach of primal-dual interior-point algorithms for a new class of AET functions, 2022) where only two conditions are used as opposed to three used in (Illes T, Rigo PR, Torok R Unified approach of primal-dual interior-point algorithms for a new class of AET functions, 2022). Furthermore, the algorithm is a feasible algorithm that uses full Nesterov-Todd steps, hence, no calculation of step-size is necessary. Nevertheless, we prove that the proposed IPA has the iteration bound that matches the best known iteration bound for IPAs solving these types of problems.
引用
收藏
页码:615 / 634
页数:20
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