{"product_id":"9783031252631","title":"Many-Criteria Optimization and Decision Analysis: State-of-the-Art, Present Challenges, and Future Perspectives","description":"\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  \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  \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","brand":"Springer-Verlag New York, LLC","offers":[{"title":"Default Title","offer_id":46554141196529,"sku":"9783031252631","price":159.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0674\/5433\/7265\/files\/9783031252631_p0.jpg?v=1765561037","url":"https:\/\/shop.barnesandnoble.com\/products\/9783031252631","provider":"Barnes \u0026 Noble","version":"1.0","type":"link"}