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.
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页码:615 / 634
页数:20
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