Journal of Siberian Federal University. Engineering & Technologies / Global Optimization on a Set of Continuous and Discrete Variables with Unordered Possible Values

Full text (.pdf)
Issue
Journal of Siberian Federal University. Engineering & Technologies. 2014 7 (8)
Authors
Mikhalev, Anton S.; Rouban, Anatoly I.
Contact information
Mikhalev, Anton S.:Siberian Federal University 79 Svobodny, Krasnoyarsk, 660041, Russia; Rouban, Anatoly I.:Siberian Federal University 79 Svobodny, Krasnoyarsk, 660041, Russia
Keywords
global optimization; continuous and discrete variables; selective averaging of required variables; constraints type of inequalities
Abstract

The new algorithm of finding of a global minimum on the presence of constraints type of inequalities on a set of continuous and discrete variables with disorder possible values is offered. The idea of this approach is to separate at each iteration stage trial motions and working step, and also the effective information processing obtained in the sample points. Existence of discrete variables with unordered possible values leads to the solution of a sequence of tasks of global minimization of multiextremal functions on a set of only continuous variables in the presence of their constraints type of inequalities. As a result, among the obtained optimum solutions chooses the best solution

Pages
886-893
Paper at repository of SibFU
https://elib.sfu-kras.ru/handle/2311/16548

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