{"title":"演化算法在经济动态过程辨识中的应用","authors":"Т.С. Карасева, Евгений С. Семенкин","doi":"10.36622/vstu.2022.87.1.006","DOIUrl":null,"url":null,"abstract":"Представлен подход на основе эволюционных алгоритмов для идентификации динамических систем в виде дифференциальных уравнений. Подход включает самонастраивающиеся алгоритмы генетического программирования и дифференциальной эволюции.\n The paper considers an approach based on evolutionary algorithms for the identification of dynamical systems in the form of differential equations. The approach includes self-configuring algorithms for genetic programming and differential evolution. The authors demonstrate the efficiency of the approach when building models of economic processes.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"28 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"ON THE APPLICATION OF EVOLUTIONARY ALGORITHMS FOR THE IDENTIFICATION DYNAMIC PROCESSES IN THE ECONOMY\",\"authors\":\"Т.С. Карасева, Евгений С. Семенкин\",\"doi\":\"10.36622/vstu.2022.87.1.006\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Представлен подход на основе эволюционных алгоритмов для идентификации динамических систем в виде дифференциальных уравнений. Подход включает самонастраивающиеся алгоритмы генетического программирования и дифференциальной эволюции.\\n The paper considers an approach based on evolutionary algorithms for the identification of dynamical systems in the form of differential equations. The approach includes self-configuring algorithms for genetic programming and differential evolution. The authors demonstrate the efficiency of the approach when building models of economic processes.\",\"PeriodicalId\":331043,\"journal\":{\"name\":\"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ\",\"volume\":\"28 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-03-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.36622/vstu.2022.87.1.006\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.36622/vstu.2022.87.1.006","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
ON THE APPLICATION OF EVOLUTIONARY ALGORITHMS FOR THE IDENTIFICATION DYNAMIC PROCESSES IN THE ECONOMY
Представлен подход на основе эволюционных алгоритмов для идентификации динамических систем в виде дифференциальных уравнений. Подход включает самонастраивающиеся алгоритмы генетического программирования и дифференциальной эволюции.
The paper considers an approach based on evolutionary algorithms for the identification of dynamical systems in the form of differential equations. The approach includes self-configuring algorithms for genetic programming and differential evolution. The authors demonstrate the efficiency of the approach when building models of economic processes.