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On min/max problems by using Moreau-Yosida with tow variables

دراسة لمسائل القيم الصغرى / العظمى باستخدام دالة مورو ـــــ يوشيدا بمتحولين

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 Publication date 2016
  fields Mathematics
and research's language is العربية
 Created by Shamra Editor




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In this paper we study some basic properties of the Moreau-Yosida function with two variables , and generalize the results of related to study of the convergence for sequence of convex-concave functions and the sequence of Moreau-Yosida function corresponding , and the basic theorem that we proved is : for any sequence of convex-concave functions , if they are convergent of the Moreau-Yosida distance then the sequence of Moreau-Yosida function corresponding will be convergent to the concept of Mosco-epi/hypo graph convergence .

References used
ATTOUCH, H. :Variational convergence for functions and operators . Pitman, London, 1984 , 120-264
ATTOUCH, H; WETS,R.: Convergence Theory of saddle functions .Trans. Amaer. Math.Soc. 280, n (1), 1983 , 1-41
ATTOUCH, H ; AZE, D. ; WETS,R. :On continuity properties of the partial Legendre- FenchelTrasform : Convergence of sequences augmented Lagrangianfunctions , Moreau- Yoshida approximates and subdiffferential operators . FERMAT Days 85: Mathematics for Optimization, 1986
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The purpose of the research is to study the Bergman function and Bergman distance to generalize Moreau – Yosida Approximation. To do that we replace the quadratic additive terms in Moreau – Yosida Approximates by more general Bergman distance and s tudy properties of generalized approximation and prove equivalence between epigraph – convergence and pointwise convergence of the generalized Moreau – Yosida Approximation.
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It is often useful to replace a function with a sequence of smooth functions approximating the given function to resolve minimizing optimization problems. The most famous one is the Moreau envelope. Recently the function was organized using the Br egman distance h D . It is worth noting that Bregman distance h D is not a distance in the usual sense of the term. In general, it is not symmetric and it does not satisfy the triangle inequality The purpose of the research is to study the convergence of the Moreau envelope function and the related proximal mapping depends on Bregman Distance for a function on Banach space. Proved equivalence between Mosco-epi-convergence of sequence functions and pointwise convergence of Moreau-Bregman envelope We also studied the strong and weak convergence of resolvent operators According to the concept of Bregman distance.
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