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The Proximal Point Algorithm for Variational inequalities

عنوان مقاله: The Proximal Point Algorithm for Variational inequalities
شناسه ملی مقاله: CSCG03_034
منتشر شده در سومین کنفرانس بین المللی محاسبات نرم در سال 1398
مشخصات نویسندگان مقاله:

Vahid Mohebbi - Department of Mathematics, Zanjan University, Zanjan, Iran
Roya Mollaei - Department of Mathematics, Imam Khomeini International University, Qazvin, Iran

خلاصه مقاله:
We study the convergence analysis of the sequence generated by the proximal point algorithm for variational inequalities of pseudo-monotone type in Euclidean spaces. We also introduce the concept of cyclic pseudo-monotonicity in order to prove the convergence of the sequence generated by the proximal point algorithm with weaker condition on the regularization parameter. Finally, in order to numerical purposes, we study the inexact version of the proximal point algorithm for the pseudo-monotone operator and we prove the convergence of the sequence to a solution of the variational inequality.

کلمات کلیدی:
Convergence analysis, inexact version of the proximal point algorithm, proximal point algorithm, pseudo-monotone operator.

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/1005973/