{"product_id":"9783031252655","title":"Natural Computing Series: State-of-the-Art, Present Challenges, and Future Perspectives","description":"\u003ch1\u003eNatural Computing Series: State-of-the-Art, Present Challenges, and Future Perspectives\u003c\/h1\u003e \u003ch2\u003eBrockhoff, Dimo; Emmerich, Michael; Naujoks, Boris; Purshouse, Robin\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book presents the state-of-the-art, current challenges, and future perspectives for the field of many-criteria optimization and decision analysis. The field recognizes that real-life problems often involve trying to balance a multiplicity of considerations simultaneously – such as performance, cost, risk, sustainability, and quality. The field develops theory, methods and tools that can support decision makers in finding appropriate solutions when faced with \u003ci\u003emany\u003c\/i\u003e (typically more than three) such criteria at the same time. \u003c\/p\u003e\n\n\u003cp\u003eThe book consists of two parts: key research topics, and emerging topics. Part I begins with a general introduction to many-criteria optimization, perspectives from research leaders in real-world problems, and a contemporary survey of the attributes of problems of this kind. This part continues with chapters on fundamental aspects of many-criteria optimization, namely on order relations, quality measures, benchmarking, visualization, and theoretical considerations. Part II offers more specialized chapters on correlated objectives, heterogeneous objectives, Bayesian optimization, and game theory.\u003c\/p\u003e\n\n\u003cp\u003eWritten by leading experts across the field of many-criteria optimization, this book will be an essential resource for researchers in the fields of evolutionary computing, operations research, multiobjective optimization, and decision science.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2024-07-29\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783031252655\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-031-25263-1\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 360\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":45227910529164,"sku":"9783031252655","price":161.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783031252655_3bb639e9-1e76-441a-9c99-9b4a16b41057.jpg?v=1775736871","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783031252655","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}