{"product_id":"evolutionary-optimization-the-ugp-toolkit-9780387094250","title":"Evolutionary Optimization: The µGp Toolkit","description":"\u003cp\u003e • Author(s): Ernesto Sanchez\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book describes an award-winning evolutionary algorithm that outperformed experts and conventional heuristics in solving several industrial problems. It presents a discussion of the theoretical and practical aspects that enabled μGP (MicroGP) to autonomously find the optimal solution of hard problems, handling highly structured data, such as full-fledged assembly programs, with functions and interrupt handlers.\u003c\/p\u003e\u003cp\u003eFor a practitioner, μGP is simply a versatile optimizer to tackle most problems with limited setup effort. The book is valuable for all who require heuristic problem-solving methodologies, such as engineers dealing with verification and test of electronic circuits; or researchers working in robotics and mobile communication. Examples are provided to guide the reader through the process, from problem definition to gathering results.\u003c\/p\u003e\u003cp\u003eFor an evolutionary computation researcher, μGP may be regarded as a platform where new operators and strategies can be easily tested.\u003c\/p\u003e\u003cp\u003eMicroGP (the toolkit) is an active project hosted by Sourceforge: http: \/\/ugp3.sourceforge.net\/\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Hardcover","offer_id":45282239021207,"sku":"9780387094250","price":7277.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780387094250.webp?v=1769301560","url":"https:\/\/atlanticbooks.com\/products\/evolutionary-optimization-the-ugp-toolkit-9780387094250","provider":"Atlantic Books","version":"1.0","type":"link"}