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Dvosmerni i dvokoračni ubrzani metodi za bezuslovnu optimizaciju

Accelerated double direction and double step size methods for uconstrained optimiztion

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2015
Dis_UNI_Petrovic_J_Milena_2015.pdf (1.556Mb)
Petrovic_Milena_J.pdf (2.582Mb)
Author
Petrović, Milena J.
Mentor
Stanimirović, Predrag
Committee members
Milovanović, Gradimir
Rakočević, Vladimir
Cvetković-Ilić, Dragana
Rajković, Predrag
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Abstract
This thesis is based on the originally published papers as well as on the results first introduced herein. Taking into account known gradient methods for non-conditional optimization, new accelerated models with specific double direction and double step size formulations for related problem solving are proposed and described in this paper. The emphasis was put on accelerated parameters of these models. The conducted convergence analysis and numerical experiments' results with new iterative patterns confirm theoretical importance of these new methods.
Faculty:
University of Niš, Faculty of Science and Mathematics
Date:
17-03-2015
Keywords:
Matematika / mathematics / Operaciona istraživanja / numerička analiza / matematičko programiranje / optimizacija / Operational research / numerical analysis / mathematical programming / optimization
[ Google Scholar ]
URI
http://nardus.mpn.gov.rs/handle/123456789/3968
http://eteze.ni.ac.rs/application/showtheses?thesesId=1913
https://fedorabg.bg.ac.rs/fedora/get/o:963/bdef:Content/download
http://vbs.rs/scripts/cobiss?command=DISPLAY&base=70052&RID=1024913641

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