{"title":"Grammatical evolution","authors":"M. O’Neill, C. Ryan","doi":"10.1145/1274000.1274126","DOIUrl":null,"url":null,"abstract":"Grammatical Evolution is an automatic programming system that is a form of Genetic Programming that uses grammars to evolve structures. These structures can be in any form that can be specified using a grammar, including computer languages, graphs and neural networks. When evolving computer languages, multiple types can be handled in a completely transparent manner. This tutorial gives a brief introduction to Backus Naur Form grammars and a background into the use of grammars with Genetic Programming, before describing the inner workings of Grammatical Evolution and some of the more commonly used extensions.","PeriodicalId":13097,"journal":{"name":"IEEE Trans. Evol. Comput.","volume":"1 1","pages":"349-358"},"PeriodicalIF":0.0000,"publicationDate":"2007-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"604","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Trans. Evol. Comput.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/1274000.1274126","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 604
Abstract
Grammatical Evolution is an automatic programming system that is a form of Genetic Programming that uses grammars to evolve structures. These structures can be in any form that can be specified using a grammar, including computer languages, graphs and neural networks. When evolving computer languages, multiple types can be handled in a completely transparent manner. This tutorial gives a brief introduction to Backus Naur Form grammars and a background into the use of grammars with Genetic Programming, before describing the inner workings of Grammatical Evolution and some of the more commonly used extensions.
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