Recently, [Y.Q. Bai, M. El Ghami and C. Roos, SIAM J. Opt. 15 (2004) 101-128] investigated a new class of kernel functions which differs from the class of self-regular kernel functions. The class is defined by some simple conditions on the growth and the barrier behavior of the kernel function. In this paper we generalize the analysis presented in the above paper for Linear Complementarity Problems (LCPs). The analysis for LCPs deviates significantly from the analysis for linear optimization. Several new tools and techniques are derived in this paper.
Mots clés : interior-point, central paths, kernel functions, primal-dual method, large update, small update, linear complementarity problem
@article{RO_2010__44_3_185_0, author = {EL Ghami, M. and Steihaug, T.}, title = {Kernel-function based primal-dual algorithms for $P*(\kappa )$ linear complementarity problems}, journal = {RAIRO - Operations Research - Recherche Op\'erationnelle}, pages = {185--205}, publisher = {EDP-Sciences}, volume = {44}, number = {3}, year = {2010}, doi = {10.1051/ro/2010014}, mrnumber = {2762793}, zbl = {1206.90191}, language = {en}, url = {http://www.numdam.org/articles/10.1051/ro/2010014/} }
TY - JOUR AU - EL Ghami, M. AU - Steihaug, T. TI - Kernel-function based primal-dual algorithms for $P*(\kappa )$ linear complementarity problems JO - RAIRO - Operations Research - Recherche Opérationnelle PY - 2010 SP - 185 EP - 205 VL - 44 IS - 3 PB - EDP-Sciences UR - http://www.numdam.org/articles/10.1051/ro/2010014/ DO - 10.1051/ro/2010014 LA - en ID - RO_2010__44_3_185_0 ER -
%0 Journal Article %A EL Ghami, M. %A Steihaug, T. %T Kernel-function based primal-dual algorithms for $P*(\kappa )$ linear complementarity problems %J RAIRO - Operations Research - Recherche Opérationnelle %D 2010 %P 185-205 %V 44 %N 3 %I EDP-Sciences %U http://www.numdam.org/articles/10.1051/ro/2010014/ %R 10.1051/ro/2010014 %G en %F RO_2010__44_3_185_0
EL Ghami, M.; Steihaug, T. Kernel-function based primal-dual algorithms for $P*(\kappa )$ linear complementarity problems. RAIRO - Operations Research - Recherche Opérationnelle, Tome 44 (2010) no. 3, pp. 185-205. doi : 10.1051/ro/2010014. http://www.numdam.org/articles/10.1051/ro/2010014/
[1] A new efficient large-update primal-dual interior-point method based on a finite barrier. SIAM J. Opt. 13 (2003) 766-782. | Zbl
, and ,[2] A comparative study of kernel functions for primal-dual interior-point algorithms in linear optimization. SIAM J. Opt. 15 (2004) 101-128. | Zbl
, and ,[3] Log-barrier method for two-stagequadratic stochastic programming. Appl. Math. Comput. 164 (2005) 45-69. | Zbl
,[4] A new Large-update interior point algorithm for P*(κ) LCPs Based on kernel functions. Appl. Math. Comput. 182 (2006) 1169-1183. | Zbl
and ,[5] The Linear Complementarity Problem. Academic Press, Boston (1992). | Zbl
, and ,[6] Kernel Function Based Algorithms for Semidefinite Optimization. Int. J. RAIRO-Oper. Res. 43 (2009) 189-199. | EuDML | Numdam | Zbl
, and ,[7] The Mizuno-Todd-Ye predictor-corrector algorithm for sufficient matrix linear complementarity problem. Alkalmaz. Mat. Lapok 22 (2005) 41-61. | Zbl
and ,[8] A primal-dual interior point algorithm for linear programming, in: Progress in Mathematical Programming; Interior Point Related Methods, 10, edited by N. Megiddo. Springer Verlag, New York (1989) pp. 29-47. | Zbl
, , and ,[9] A unified approach to interior point algorithms for linear complementarity problems, Lect. Notes Comput. Sci. 538 (1991). | Zbl
, , and ,[10] A quadratically convergent o(1+k)-iteration algorithm for the P*(k)-matrix linear complementarity problem. Math. Program. 69 (1995) 355-368. | Zbl
,[11] Interior path following primal-dual algorithms. Part I: Linear programming. Math. Program. 44 (1989) 27-41. | Zbl
and ,[12] Self-regular functions and new search directions for linear and semidefinite optimization. Math. Program. 93 (2002) 129-171. | Zbl
, and ,[13] Self-Regularity: A New Paradigm for Primal-Dual Interior-Point Algorithms. Princeton University Press (2002). | Zbl
, and ,[14] Theory and Algorithms for Linear Optimization. An Interior-Point Approach. Springer Science (2005). | Zbl
, and ,[15] Primal-Dual Interior-Point Methods. SIAM, Philadelphia, USA (1997). | Zbl
,Cité par Sources :