An extended convergence framework applied to complementarity systems with degenerate and nonisolated solutions

Research output: Contribution to journalResearch articleContributedpeer-review

Abstract

Borne classes of nonlinear complementarity systems, like optimality conditions for generalized Nash equilibrium problems, typically have nonisolated solutions. A reformulation of those systems as a constrained or unconstrained system of equations is often dorre by means of a nonsmooth complementarity func­tion. Degenerate solutions then lead to points where the reformulated system is nonsmooth. Newton-type methods can have difficulties close to a nonisolated
and degenerate solution. For this case, it is known that the LP-Newton method
or a constrained Levenberg-Marquardt method may show local superlinear con­vergence provided that the complementarity function is piecewise linear. These
results rely on error bounds for active pieces of the reformulation. We prove
that a related result can be obtained for the Fischer-Burmeister complementar­
ity function on the basis of a somewhat different Index Error Bound Condition.
To this end, a new convergence framework is developed that allows significantly
larger steps. Then, by a sophisticated analysis of the constrained Levenberg­Marquardt method and a corresponding choice of the regularization parameter,
local superlinear convergence to a solution with an R-order of 4/3 is shown.

Details

Original languageEnglish
Pages (from-to)1039-1054
JournalPure and applied functional analysis
Volume8
Issue number4
Publication statusPublished - 2023
Peer-reviewedYes

External IDs

ORCID /0000-0003-0953-3367/work/145224044

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