Impact Factor:ISRA (India) = 1.344 ISI (Dubai, UAE) = 0.829 GIF (Australia) = 0.564 JIF = 1.500 SIS (USA) = 0.912 РИНЦ (Russia) = 0.207 ESJI (KZ) = 4.102 SJIF (Morocco) = 2.031 ICV (Poland) = 6.630 PIF (India) =
INVESTIGATION OF THE ACCURACY AND SPEED OF THE ALGORITHMS OF STOCHASTIC OPTIMIZATION FUNCTIONS ON A TWO-DIMENSIONAL SPACE
Abstract: The purpose of this paper is to analyze the accuracy of calculations and the amount of time spent on finding optimal values for functions of several variables using optimization algorithms based on several methods of stochastic search. To conduct research, the staff of the Department of General Mechanics of the Lipetsk State Technical University created software that implements algorithms for searching for extreme values for functions of several variables. The functional purpose of the software is to find the minimum of a given function, represented as a string of characters. Optimization is performed on a specific and fixed search area, which is a hyperparallelepiped. Each separate program uses its own method of algorithmic optimization. In the development of programs, optimization algorithms based on the
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.