Generalized Lasry – Lions regularization function using Bregman distant
published by Tishreen University
in 2014
in Mathematics
and research's language is
العربية
Download
Abstract in English
The purpose of the research is to study Bergman distance to generalize Lasry – Lions regularization which play important role of theory optimization.
To do that we replace the quardatic additive terms in Lasry – Lions regularization by more general Bergman distance (non metric distance), and study properties generalized approximation and proof its continuous as we give a relationship between the solution minimization sets of function and Lions – Lasry Regularization and others properties.
References used
ATTOUCH, H.: Variational convergence for functions and operators , Pitman,London ( 1984), 120-264
ATTOUCH, H.; AZE, D.: Approximation and regularization of arbitrary functions in Hilbert space by the Lasry-Lions method, Ann. Inst. Henri Poincare 10(3) (1993), pp. 289–312
BAUSCHKE, H. H. ; BORWEIN,J.M. : Legendre functions and the method of random Bregman projections .Journal of Convex Analysis 4 (1997) 27-67
BAUSCHKE, H. H. ; BORWEIN, J. M. ; COMBETTES, P. L. :Bregman monotone optimization Algorithms, SIAM J. Control Optim, vol. 42, pp. 596–636, 2003
BAUSCHKE, H. H., COMBETTES, P. L , NOLL, D.: Joint minimization with alternating Bregman proximity operators, Pacific J. Optim. 2 (2006), 401–424