{"product_id":"experimental-research-in-evolutionary-computation-the-new","title":"Experimental Research in Evolutionary Computation: The New","description":"\u003cp\u003eIn this review the book Experimental Research in Evolutionary Computation: The New Experimentalism is evaluated for researchers, practitioners and instructors who need a rigorous, experiment-focused approach to evolutionary algorithms. The bottom line: this text is most valuable for readers who want a coherent, self-contained experimental methodology that bridges theory and practice, because it emphasizes reproducible experiments and provides concrete examples and downloadable supplements that aid teaching and industrial consulting.\u003c\/p\u003e\u003ch2\u003eKey Features\u003c\/h2\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eNew experimentalism introduced:\u003c\/strong\u003e The book explains the philosophical basis for treating experiments as autonomous investigative tools, clarifying why experiments matter in evolutionary computation.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eMethodology for experiments:\u003c\/strong\u003e It provides a step-by-step experimental methodology that helps readers design, run and interpret algorithmic experiments consistently.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eBridges theory and practice:\u003c\/strong\u003e The text connects theoretical concepts with hands-on examples so that researchers can test hypotheses against real optimization problems.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eIndustrial and teaching insights:\u003c\/strong\u003e Summarized consulting experiences and course material give practical perspectives useful for practitioners and lecturers alike.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupplemental downloads:\u003c\/strong\u003e Online downloads and exercises extend the book content and make it easier to reproduce experiments or adapt them for classroom use.\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch2\u003eWho It's For\u003c\/h2\u003e\u003cp\u003eThe book is aimed primarily at academic researchers, graduate students and industry professionals working with evolutionary computation who need a systematic approach to experimental validation and reproducibility. Those running experiments or teaching courses on evolutionary algorithms will find the methodological focus and downloadable exercises especially useful.\u003c\/p\u003e\u003cp\u003eReaders seeking an introductory textbook on general machine learning concepts or a quick-start cookbook for off-the-shelf tools may want a more general audience book. This text assumes interest in experimental design and the interaction between algorithms and optimization problems rather than a beginner tutorial on basic algorithms.\u003c\/p\u003e\u003ch2\u003ePros \u0026amp; Cons\u003c\/h2\u003e\u003cp\u003e\u003cstrong\u003ePros\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eClear exposition of the new experimentalism that helps formalize experimental practice in evolutionary computation.\u003c\/li\u003e\n\u003cli\u003ePractical methodology that makes experimental results more reproducible and comparable across studies.\u003c\/li\u003e\n\u003cli\u003eUseful real-world perspective from consulting and teaching experience, which makes examples directly applicable.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cstrong\u003eCons\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\u003cli\u003eThe focus on experimental methodology means it is less suitable as a beginner primer for readers seeking only algorithmic introductions.\u003c\/li\u003e\u003c\/ul\u003e\u003ch2\u003eSpecifications\u003c\/h2\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003eTitle\u003c\/td\u003e\n\u003ctd\u003eExperimental Research in Evolutionary Computation: The New Experimentalism\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eAuthor \/ Brand\u003c\/td\u003e\n\u003ctd\u003eThomas Bartz-Beielstein\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFocus\u003c\/td\u003e\n\u003ctd\u003eExperimental methodology for evolutionary computation\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eAudience\u003c\/td\u003e\n\u003ctd\u003eResearchers, practitioners, lecturers and students\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eSupplemental material\u003c\/td\u003e\n\u003ctd\u003eOnline downloads and exercises\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eUse cases\u003c\/td\u003e\n\u003ctd\u003eTeaching, industrial consulting, reproducible experiments\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e\u003ch2\u003eOur Verdict\u003c\/h2\u003e\u003cp\u003eExperimental Research in Evolutionary Computation is a focused, practical resource for anyone serious about designing and interpreting experiments in evolutionary algorithms. Its methodological emphasis and downloadable exercises make it good value for researchers and instructors who need reproducible, theory-informed experimental practice.\u003c\/p\u003e\u003ch2\u003eFrequently Asked Questions\u003c\/h2\u003e\u003cp\u003e\u003cstrong\u003eDoes the book include practical examples and exercises?\u003c\/strong\u003e\u003cbr\u003eYes. The text is supplemented online with downloads and exercises to reproduce and extend the examples.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho benefits most from reading this book?\u003c\/strong\u003e\u003cbr\u003eResearchers, practitioners and lecturers working on evolutionary computation and optimization will benefit most from the experimental methodology and case studies.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eIs this book a beginner guide to evolutionary algorithms?\u003c\/strong\u003e\u003cbr\u003eNo. It emphasizes experimental design and methodology rather than serving as a basic algorithm primer.\u003c\/p\u003e","brand":"Thomas Bartz-Beielstein","offers":[{"title":"Default Title","offer_id":48247470817499,"sku":"3642068731","price":54.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0724\/1043\/1707\/files\/61WyvqaJyuL._SL1250.jpg?v=1776286422","url":"https:\/\/gearmusthave.com\/products\/experimental-research-in-evolutionary-computation-the-new","provider":"GearMustHave","version":"1.0","type":"link"}