{"product_id":"applied-genetic-programming-and-machine-hitoshi-iba-9781439803691","title":"Applied Genetic Programming and Machine Learning","description":"\u003cp\u003eWhat do financial data prediction, day-trading rule development, and bio-marker selection have in common? They are just a few of the tasks that could potentially be resolved with genetic programming and machine learning techniques. Written by leaders in this field, \u003cstrong\u003eApplied Genetic Programming and Machine Learning\u003c\/strong\u003e delineates the extension of Genetic Programming (GP) for practical applications. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eReflecting rapidly developing concepts and emerging paradigms, this book outlines how to use machine learning techniques, make learning operators that efficiently sample a search space, navigate the search process through the design of objective fitness functions, and examine the search performance of the evolutionary system. It provides a methodology for integrating GP and machine learning techniques, establishing a robust evolutionary framework for addressing tasks from areas such as chaotic time-series prediction, system identification, financial forecasting, classification, and data mining. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe book provides a starting point for the research of extended GP frameworks with the integration of several machine learning schemes. Drawing on empirical studies taken from fields such as system identification, finanical engineering, and bio-informatics, it demonstrates how the proposed methodology can be useful in practical inductive problem solving.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Hitoshi Iba,Yoshihiko Hasegawa,Topon Kumar Paul\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1439803692\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781439803691\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/01\/2009\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 354\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.41lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.30h x 6.20w x 0.90d\u003cbr\u003e\u003cbr\u003e\u003cb\u003eReview Citation(s): \u003c\/b\u003e\u003cbr\u003e\u003ci\u003eScitech Book News\u003c\/i\u003e 12\/01\/2009 pg. 19","brand":"Hitoshi Iba","offers":[{"title":"Hardcover","offer_id":48088261918975,"sku":"9781439803691","price":210.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_0ad9a2af-55df-4ab0-bd7e-9794a69b92ae.jpg?v=1769103935","url":"https:\/\/www.whiterainbookhouse.com\/products\/applied-genetic-programming-and-machine-hitoshi-iba-9781439803691","provider":"WR Book House","version":"1.0","type":"link"}