{"title":"A genetic algorithm for channel assignment problems","authors":"Monica Cuppini","doi":"10.1002/ett.4460050219","DOIUrl":null,"url":null,"abstract":"Channel assignment problems are NP-complete optimization problems occurring during design of cellular radio systems. So far, these problems have been treated by sequential graph coloring algorithms [1, 2] and by heuristic techniques [3, 4]. On the other hand, genetic algorithms (GAs) were successfully applied to other NP-complete problems. In this paper, a strategy for using genetic algorithms to solve channel assignment problems is presented.","PeriodicalId":50473,"journal":{"name":"European Transactions on Telecommunications","volume":"10 1","pages":"285-294"},"PeriodicalIF":0.0000,"publicationDate":"2010-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"63","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Transactions on Telecommunications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1002/ett.4460050219","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 63
Abstract
Channel assignment problems are NP-complete optimization problems occurring during design of cellular radio systems. So far, these problems have been treated by sequential graph coloring algorithms [1, 2] and by heuristic techniques [3, 4]. On the other hand, genetic algorithms (GAs) were successfully applied to other NP-complete problems. In this paper, a strategy for using genetic algorithms to solve channel assignment problems is presented.