Iterative methods for solving monotone equilibrium problems via dual gap functions

Iterative methods for solving monotone equilibrium problems via dual gap functions

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Article ID: iaor20122772
Volume: 51
Issue: 2
Start Page Number: 709
End Page Number: 728
Publication Date: Mar 2012
Journal: Computational Optimization and Applications
Authors: ,
Keywords: heuristics
Abstract:

This paper proposes an iterative method for solving strongly monotone equilibrium problems by using gap functions combined with double projection‐type mappings. Global convergence of the proposed algorithm is proved and its complexity is estimated. This algorithm is then coupled with the proximal point method to generate a new algorithm for solving monotone equilibrium problems. A class of linear equilibrium problems is investigated and numerical examples are implemented to verify our algorithms.

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