000 | 02499nam a2200313Ia 4500 | ||
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000 | 04000nam a22003495i 4500 | ||
001 | 978-3-031-25263-1 | ||
003 | DE-He213 | ||
005 | 20240319120831.0 | ||
007 | cr nn 008mamaa | ||
008 | 230728s2023 sz | s |||| 0|eng d | ||
020 |
_a9783031252631 _9978-3-031-25263-1 |
||
082 | _a4.0151 | ||
245 |
_aMany-Criteria Optimization and Decision Analysis _cedited by Dimo Brockhoff, Michael Emmerich, Boris Naujoks, Robin Purshouse. _h[electronic resource] : |
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250 | _a1st ed. 2023. | ||
260 |
_aCham _bSpringer International Publishing _c2023 |
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300 |
_aXIII, 360 p. 74 illus., 63 illus. in color. _bonline resource. |
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520 | _aThis 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 many (typically more than three) such criteria at the same time. The 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. Written 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. | ||
650 |
_aComputer science. _930058 |
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650 |
_aOperations Research and Decision Theory. _930059 |
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650 |
_aOperations research. _930060 |
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650 |
_aTheory of Computation. _930061 |
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700 |
_aBrockhoff, Dimo. _930062 |
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700 |
_aEmmerich, Michael. _930063 |
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700 |
_aNaujoks, Boris. _930064 |
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700 |
_aPurshouse, Robin. _930065 |
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856 | _uhttps://doi.org/10.1007/978-3-031-25263-1 | ||
942 |
_cEBK _2ddc |
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999 |
_c15101 _d15101 |