Rigorous global optimization of system parameters
Vestnik Sankt-Peterburgskogo universiteta. Prikladnaâ matematika, informatika, processy upravleniâ, no. 2 (2014), pp. 61-71

Voir la notice de l'article provenant de la source Math-Net.Ru

In this paper, after reviewing the basics of the method of Taylor models which enables rigorous computations, we introduced various function range bounding methods utilizing the inherent information associated to Taylor models. The superb performance is demonstrated by using a simple but tricky example. These components allow the construction of rigorous global optimization tools. We explain how to construct such a tool based on the branch-and-bound approach using the example function, while illustrating the excellent quality obtained by the method of Taylor models with this, we proceed to demonstrate the efficiency by applying the method to a practical application to search all the parameter operation points yielding desired properties in a lattice of a charged particle storage ring. Bibliogr. 14. Il. 3. Tabl. 2.
Keywords: rigorous computation, Taylor model, function range bound, rigorous global optimization, parameter optimization.
@article{VSPUI_2014_2_a6,
     author = {K. Makino and M. Berz},
     title = {Rigorous global optimization of system parameters},
     journal = {Vestnik Sankt-Peterburgskogo universiteta. Prikladna\^a matematika, informatika, processy upravleni\^a},
     pages = {61--71},
     publisher = {mathdoc},
     number = {2},
     year = {2014},
     language = {en},
     url = {http://geodesic.mathdoc.fr/item/VSPUI_2014_2_a6/}
}
TY  - JOUR
AU  - K. Makino
AU  - M. Berz
TI  - Rigorous global optimization of system parameters
JO  - Vestnik Sankt-Peterburgskogo universiteta. Prikladnaâ matematika, informatika, processy upravleniâ
PY  - 2014
SP  - 61
EP  - 71
IS  - 2
PB  - mathdoc
UR  - http://geodesic.mathdoc.fr/item/VSPUI_2014_2_a6/
LA  - en
ID  - VSPUI_2014_2_a6
ER  - 
%0 Journal Article
%A K. Makino
%A M. Berz
%T Rigorous global optimization of system parameters
%J Vestnik Sankt-Peterburgskogo universiteta. Prikladnaâ matematika, informatika, processy upravleniâ
%D 2014
%P 61-71
%N 2
%I mathdoc
%U http://geodesic.mathdoc.fr/item/VSPUI_2014_2_a6/
%G en
%F VSPUI_2014_2_a6
K. Makino; M. Berz. Rigorous global optimization of system parameters. Vestnik Sankt-Peterburgskogo universiteta. Prikladnaâ matematika, informatika, processy upravleniâ, no. 2 (2014), pp. 61-71. http://geodesic.mathdoc.fr/item/VSPUI_2014_2_a6/