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Discrete and Continuous Dynamical Systems
Article . 2011 . Peer-reviewed
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Solving strongly monotone variational and quasi-variational inequalities

Authors: Y.U. NESTEROV; SCRIMALI, Laura Rosa Maria;

Solving strongly monotone variational and quasi-variational inequalities

Abstract

In this paper we develop a new and efficient method for variational inequality with Lipschitz continuous strongly monotone operator. Our analysis is based on a new strongly convex merit function. We apply a variant of the developed scheme for solving quasivariational inequality. As a result, we significantly improve the standard sufficient condition for existence and uniqueness of their solutions. Moreover, we get a new numerical scheme, which rate of convergence is much higher than that of the straightforward gradient method.

Countries
Italy, Belgium
Keywords

Variational inequality, Variational inequality; monotone operators; complexity analysis, variational inequality, quasivariational inequality, monotone operators, complexity analysis, efficiency estimate, optimal methods, Quasivariational inequality, Monotone operators, Efficiency estimate, Optimal methods, Complexity analysis

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    68
    popularity
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    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
68
Top 10%
Top 10%
Average
Green
gold