{"product_id":"9781461350811","title":"Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language","description":"\u003ch1\u003eGrammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language\u003c\/h1\u003e \u003ch2\u003eO'Neill, Michael; Ryan, Conor\u003c\/h2\u003e \u003cp\u003e\u003cstrong\u003eGrammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language\u003c\/strong\u003e provides the first comprehensive introduction to Grammatical Evolution, a novel approach to Genetic Programming that adopts principles from molecular biology in a simple and useful manner, coupled with the use of grammars to specify legal structures in a search. Grammatical Evolution's rich modularity gives a unique flexibility, making it possible to use alternative search strategies - whether evolutionary, deterministic or some other approach - and to even radically change its behavior by merely changing the grammar supplied. This approach to Genetic Programming represents a powerful new weapon in the Machine Learning toolkit that can be applied to a diverse set of problem domains.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2012-10-30\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003e ISBN-10: 9781461350811\u003c\/p\u003e \u003cp\u003eISBN-13: 9781461350811\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4615-0447-4\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 144\u003c\/p\u003e ","brand":"Springer","offers":[{"title":"Default Title","offer_id":44343503945868,"sku":"9781461350811","price":153.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781461350811_171d9bd7-ee93-4ae8-8384-050b9333e46d.jpg?v=1755056498","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781461350811","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}