Stability of solutions to parameterized nonlinear complementarity problems

Stability of solutions to parameterized nonlinear complementarity problems

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Article ID: iaor20001817
Country: Germany
Volume: 85
Issue: 2
Start Page Number: 397
End Page Number: 406
Publication Date: Jan 1999
Journal: Mathematical Programming
Authors:
Abstract:

We consider the stability properties of solutions to parameterized nonlinear complementarity problems, find x ∈ ℝn such that x ≥ 0, F(x, u) – υ ≥ 0, and (F(x, u) – υ)T · x = 0 where these are vector inequalities. We characterize the local upper Lipschitz continuity of the (possibly set-valued) solution mapping which assigns solutions x to each parameter pair (υ, u). We also characterize when this solution mapping is locally a single-valued Lipschitzian mapping (so solutions exist, are unique, and depend Lipschitz continuously on the parameters). These characterizations are automatically sufficient conditions for the more general (and usual) case where υ = 0. Finally, we study the differentiability properties of the solution mapping in both the single-valued and set-valued cases, in particular obtaining a new characterization of B-differentiability in the single-valued case, along with a formula for the B-derivative. Though these results cover a broad range of stability properties, they are all derived from similar fundamental principles of variational analysis.

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