Numerical results for a globalized active-set newton method for mixed complementarity problems

We discuss a globalization scheme for a class of active-set Newton methods for solving the mixed complementarity problem (MCP), which was proposed by the authors in[3]. The attractive features of the local phase of the method are that it requires solving only one system of linear equations per iteration, yet the local superlinear convergence is guaranteed under extremely mild assumptions, in particular weaker than the property of semistability of anMCPsolution. Thus the local superlinear convergence conditions of the method are weaker than conditions required for the semismooth (generalized) Newton methods and also weaker than convergence conditions of the linearization (Josephy–Newton) method. Numerical experiments on some test problems are presented, including results on the MCPLIB collection for the globalized version. © 2005 SBMAC.

Authors
Daryina A.N. 1 , Izmailov A.F.2 , Solodov M.V.3
Publisher
Springer Science and Business Media, LLC
Number of issue
2
Language
English
Pages
293-316
Status
Published
Volume
24
Year
2005
Organizations
  • 1 Russian Peoples Friendship University, Miklukho-Maklaya Str. 6, Moscow, 117198, Russian Federation
  • 2 Moscow State University, Department of Operations Research, Leninskiye Gori, GSP-2, Moscow, 119992, Russian Federation
  • 3 Instituto de Matemática Pura e Aplicada, Estrada Dona Castorina 110, Jardim Botanico, Rio de Janeiro,RJ, 22460-320, Brazil
Keywords
2-regularity; Error bound; Mixed complementarity problem; Newton method; Semistability; Weak regularity
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