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On Penalty and Gap Function Methods for Bilevel Equilibrium Problems
Author(s) -
Bui Van Dinh,
Lê Dũng Mưu
Publication year - 2011
Publication title -
journal of applied mathematics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.307
H-Index - 43
eISSN - 1687-0042
pISSN - 1110-757X
DOI - 10.1155/2011/646452
Subject(s) - monotonic function , tikhonov regularization , regularization (linguistics) , function (biology) , algorithm , mathematics , computer science , inverse problem , mathematical analysis , artificial intelligence , evolutionary biology , biology
We consider bilevel pseudomonotone equilibrium problems. We use a penalty function to convert a bilevel problem into one-level ones. We generalize a pseudo-∇-monotonicity concept from ∇-monotonicity and prove that under pseudo-∇-monotonicity property any stationary point of a regularized gap function is a solution of the penalized equilibrium problem. As an application, we discuss a special case that arises from the Tikhonov regularization method for pseudomonotone equilibrium problems

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