{"product_id":"genetic-programming-theory-and-practice-iv-9781441941237","title":"Genetic Programming Theory and Practice IV","description":"\u003cp\u003e • Author(s): Rick Riolo\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Computer Science\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eGenetic Programming Theory and Practice IV\u003c\/strong\u003e was developed from the fourth workshop at the University of Michigan's Center for the Study of Complex Systems to facilitate the exchange of ideas and information related to the rapidly advancing field of Genetic Programming (GP). Contributions from the foremost international researchers and practitioners in the GP arena examine the similarities and differences between theoretical and empirical results on real-world problems. The text explores the synergy between theory and practice, producing a comprehensive view of the state of the art in GP application.\u003c\/p\u003e \u003cp\u003eThis valuable reference discusses the hurdles faced in solving large-scale, cutting edge applications, describes promising techniques, including fitness approximation, Pareto optimization, cooperative teams, solution caching, and experiment control, and investigates evolutionary approaches such as financial modeling, bioinformatics, symbolic regression for system modeling, and evolutionary design of circuits and robot controllers.\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eGenetic Programming Theory and Practice IV\u003c\/strong\u003e represents a watershed moment in the GP field in that GP has begun to move from hand-crafted software used primarily in academic research, to an engineering methodology applied to commercial applications. It is a unique and indispensable tool for academics, researchers and industry professionals involved in GP, evolutionary computation, machine learning and artificial intelligence.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45274158235799,"sku":"9781441941237","price":11017.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781441941237.webp?v=1769279062","url":"https:\/\/atlanticbooks.com\/products\/genetic-programming-theory-and-practice-iv-9781441941237","provider":"Atlantic Books","version":"1.0","type":"link"}