{"title":"Theory of bioinspired search for optimal solutions and its application for the processing of problem-oriented knowledge","authors":"S. Rodzin, L. Rodzina","doi":"10.1109/ICAICT.2014.7035930","DOIUrl":null,"url":null,"abstract":"The article describes the developed main elements of the general theory of bioinspired search for optimal solutions. Original biomemetic algorithms combined the following components: local search, cooperation and competition, are also presented here. Experiments with a number of NP-hard optimization problems have shown that usage of developed theory allows to solve these problems more quickly, reliably and accurately.","PeriodicalId":103329,"journal":{"name":"2014 IEEE 8th International Conference on Application of Information and Communication Technologies (AICT)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 IEEE 8th International Conference on Application of Information and Communication Technologies (AICT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICAICT.2014.7035930","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8
Abstract
The article describes the developed main elements of the general theory of bioinspired search for optimal solutions. Original biomemetic algorithms combined the following components: local search, cooperation and competition, are also presented here. Experiments with a number of NP-hard optimization problems have shown that usage of developed theory allows to solve these problems more quickly, reliably and accurately.
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