title: ÐÐ¾Ð´Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ñ Ð¿ÑÐ°Ð²Ð¸Ð»Ð° Ð¼ÑÑÐ°ÑÐ¸Ð¸ Ð² Ð¼ÐµÑÐ¾Ð´Ðµ ÑÐ°Ð·Ð½Ð¾ÑÑÐ½Ð¾Ð¹ ÑÐ²Ð¾Ð»ÑÑÐ¸Ð¸ Ñ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸ÐµÐ¼ Ð°ÑÑ Ð¸Ð²Ð° ÑÐ°Ð·Ð½Ð¾ÑÑÐµÐ¹
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Modification of mutation rule in Differential Evolution method using archive of difference vectors
Creators: name: ÐÐ²Ð°Ð½Ð¾Ð², ÐÐ½Ð´ÑÐµÐ¹
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2022
Subjects: ÑÐ°Ð·Ð½Ð¾ÑÑÐ½Ð°Ñ ÑÐ²Ð¾Ð»ÑÑÐ¸Ñ
DEEP
Ð°ÑÑ Ð¸Ð² ÑÐ°Ð·Ð½Ð¾ÑÑÐµÐ¹
Ð¼Ð¾Ð´Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ñ
differential evolution
difference archive
modification

description: Ð¢ÐµÐ¼Ð° Ð²ÑÐ¿ÑÑÐºÐ½Ð¾Ð¹ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð¹ ÑÐ°Ð±Ð¾ÑÑ: ÐÐ¾Ð´Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ñ Ð¿ÑÐ°Ð²Ð¸Ð»Ð° Ð¼ÑÑÐ°ÑÐ¸Ð¸ Ð² Ð¼ÐµÑÐ¾Ð´Ðµ ÑÐ°Ð·Ð½Ð¾ÑÑÐ½Ð¾Ð¹ ÑÐ²Ð¾Ð»ÑÑÐ¸Ð¸ Ñ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸ÐµÐ¼ Ð°ÑÑÐ¸Ð²Ð° ÑÐ°Ð·Ð½Ð¾ÑÑÐµÐ¹. ÐÐ°Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¿Ð¾ÑÐ²ÑÑÐµÐ½Ð° Ð¼Ð¾Ð´Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¸ Ð¿ÑÐ°Ð²Ð¸Ð»Ð° Ð¼ÑÑÐ°ÑÐ¸Ð¸ Ð² Ð¼ÐµÑÐ¾Ð´Ðµ ÑÐ°Ð·Ð½Ð¾ÑÑÐ½Ð¾Ð¹ ÑÐ²Ð¾Ð»ÑÑÐ¸Ð¸, ÑÐµÐ°Ð»Ð¸Ð·Ð¾Ð²Ð°Ð½Ð½Ð¾Ð¼ Ð² Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½Ð¾Ð¼ Ð¿Ð°ÐºÐµÑÐµ DEEP, Ð¿ÑÑÑÐ¼ Ð²Ð½ÐµÐ´ÑÐµÐ½Ð¸Ñ Ð°ÑÑÐ¸Ð²Ð° ÑÐ°Ð·Ð½Ð¾ÑÑÐ½ÑÑ Ð²ÐµÐºÑÐ¾ÑÐ¾Ð². Ð ÑÐ¾Ð´Ðµ ÑÐ°Ð±Ð¾ÑÑ Ð±ÑÐ» ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐ°Ð½ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½ÑÐ¹ ÐºÐ¾Ð´ Ð½Ð° ÑÐ·ÑÐºÐµ C, ÑÐµÐ°Ð»Ð¸Ð·ÑÑÑÐ¸Ð¹ Ð´Ð°Ð½Ð½ÑÑ Ð¼Ð¾Ð´Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ñ. ÐÐ»Ñ Ð¿ÑÐ¾Ð²ÐµÑÐºÐ¸ Ð²Ð»Ð¸ÑÐ½Ð¸Ñ Ð´Ð°Ð½Ð½Ð¾Ð¹ Ð¼Ð¾Ð´Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¸ Ð½Ð° Ð¿ÑÐ¾Ð¸Ð·Ð²Ð¾Ð´Ð¸ÑÐµÐ»ÑÐ½Ð¾ÑÑÑ Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ð° Ð±ÑÐ»Ð¸ Ð¿ÑÐ¾Ð²ÐµÐ´ÐµÐ½Ñ ÑÐ¸ÑÐ»ÐµÐ½Ð½ÑÐµ ÑÐºÑÐ¿ÐµÑÐ¸Ð¼ÐµÐ½ÑÑ Ð¿Ð¾ Ð¾Ð¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ð¸ Ð¿Ð°ÑÐ°Ð¼ÐµÑÑÐ¾Ð² ÑÐµÑÑÐ¾Ð²Ð¾Ð¹ ÑÑÐ½ÐºÑÐ¸Ð¸ Ð Ð°ÑÑÑÐ¸Ð³Ð¸Ð½Ð° Ð¸ Ð¸Ð¼Ð¸ÑÐ°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð¹ Ð¼Ð¾Ð´ÐµÐ»Ð¸ ÑÐ¾ÑÑÐ°, ÑÐ°Ð·Ð²Ð¸ÑÐ¸Ñ Ð¸ ÑÑÐ¾Ð¶Ð°Ð¹Ð½Ð¾ÑÑÐ¸ Ð½ÑÑÐ°, ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐ°Ð½Ð½Ð¾Ð¹ ÐÑÑÐ¸ÑÐ¾Ð¼ Ð¡Ð¾Ð»ÑÐ°Ð½Ð¸ Ð¸ Ð¿ÑÐ¾Ð°Ð½Ð°Ð»Ð¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ñ Ð¿Ð¾Ð»ÑÑÐµÐ½Ð½ÑÐµ ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÑ. ÐÐ¾ÐºÐ°Ð·Ð°Ð½Ð¾, ÑÑÐ¾ Ð¼Ð¾Ð´Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ñ Ð¿ÑÐ°Ð²Ð¸Ð»Ð° Ð¼ÑÑÐ°ÑÐ¸Ð¸ Ð¿Ð¾Ð·Ð²Ð¾Ð»ÑÐµÑ Ð² ÑÑÐµÐ´Ð½ÐµÐ¼ ÑÐ½Ð¸Ð·Ð¸ÑÑ ÑÐ¸ÑÐ»Ð¾ Ð²ÑÑÐ¸ÑÐ»ÐµÐ½Ð¸Ð¹ ÑÐµÐ»ÐµÐ²Ð¾Ð¹ ÑÑÐ½ÐºÑÐ¸Ð¸, ÑÑÐ¾ Ð¿Ð¾Ð·Ð²Ð¾Ð»ÑÐµÑ ÑÑÐ´Ð¸ÑÑ Ð¾ Ð¿ÐµÑÑÐ¿ÐµÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐ¸ Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ð° Ð´Ð»Ñ Ð¾Ð¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ð¸ Ð¼Ð°ÑÐµÐ¼Ð°ÑÐ¸ÑÐµÑÐºÐ¸Ñ Ð¼Ð¾Ð´ÐµÐ»ÐµÐ¹ Ð² ÑÐµÐ»Ð¾Ð¼ Ð¸ Ð¸Ð¼Ð¸ÑÐ°ÑÐ¸Ð¾Ð½Ð½ÑÑ Ð¼Ð¾Ð´ÐµÐ»ÐµÐ¹ Ð±Ð¸Ð¾Ð»Ð¾Ð³Ð¸ÑÐµÑÐºÐ¸Ñ Ð¿ÑÐ¾ÑÐµÑÑÐ¾Ð² Ð² ÑÐ°ÑÑÐ½Ð¾ÑÑÐ¸.
description: The subject of the graduate of qualification work is Â«Modification of mutation rule in Differential Evolution method using archive of difference vectorsÂ». This work is devoted to the modification of the mutation rule in the difference evolution method implemented in the DEEP software package by introducing an archive of difference vectors. In the course of the work a program code in the C language was developed that implements this modification. To test the effect of this modification on the performance of the algorithm, numerical experiments were carried out to optimize the parameters of the Rastrigin test function and the chickpea growth, development and yield simulation model developed by Afshir Soltani and analyzed the results. It is shown that the modification of the mutation rule allows, on average, to reduce the number of objective function calculations, which makes it possible to judge the prospects of the algorithm for optimizing mathematical models in general as well as simulation models of biological processes.