{"title":"调度问题自配置仿生算法的协同进化","authors":"Ольга Е. Семенкина","doi":"10.36622/vstu.2022.87.1.013","DOIUrl":null,"url":null,"abstract":"Предложен кооперативный коэволюционный метод на основе самоконфигурируемых бионических алгоритмов комбинаторной и/или вещественной оптимизации. Показана эффективность применения данного подхода на задачах составления расписания производственного типа.\n Three universal scheduling problem statements for operational production planning are considered - permutation of the lots processing order, permutation of operation priorities and real operation priorities. A cooperative co-evolutionary method based on self-configuring bio-inspired algorithms for combinatorial and/or real optimization is proposed. The effectiveness of the application of this approach to the scheduling problem is shown.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"24 8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"COOPERATIVE CO-EVOLUTION OF SELF-CONFIGURING BIO-INSPIRED ALGORITHMS FOR THE SCHEDULING PROBLEM\",\"authors\":\"Ольга Е. Семенкина\",\"doi\":\"10.36622/vstu.2022.87.1.013\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Предложен кооперативный коэволюционный метод на основе самоконфигурируемых бионических алгоритмов комбинаторной и/или вещественной оптимизации. Показана эффективность применения данного подхода на задачах составления расписания производственного типа.\\n Three universal scheduling problem statements for operational production planning are considered - permutation of the lots processing order, permutation of operation priorities and real operation priorities. A cooperative co-evolutionary method based on self-configuring bio-inspired algorithms for combinatorial and/or real optimization is proposed. The effectiveness of the application of this approach to the scheduling problem is shown.\",\"PeriodicalId\":331043,\"journal\":{\"name\":\"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ\",\"volume\":\"24 8 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.2022.87.1.013\",\"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.2022.87.1.013","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
COOPERATIVE CO-EVOLUTION OF SELF-CONFIGURING BIO-INSPIRED ALGORITHMS FOR THE SCHEDULING PROBLEM
Предложен кооперативный коэволюционный метод на основе самоконфигурируемых бионических алгоритмов комбинаторной и/или вещественной оптимизации. Показана эффективность применения данного подхода на задачах составления расписания производственного типа.
Three universal scheduling problem statements for operational production planning are considered - permutation of the lots processing order, permutation of operation priorities and real operation priorities. A cooperative co-evolutionary method based on self-configuring bio-inspired algorithms for combinatorial and/or real optimization is proposed. The effectiveness of the application of this approach to the scheduling problem is shown.
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