000 02499nam a2200313Ia 4500
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] :
250 _a1st ed. 2023.
260 _aCham
_bSpringer International Publishing
_c2023
300 _aXIII, 360 p. 74 illus., 63 illus. in color.
_bonline resource.
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
650 _aOperations Research and Decision Theory.
_930059
650 _aOperations research.
_930060
650 _aTheory of Computation.
_930061
700 _aBrockhoff, Dimo.
_930062
700 _aEmmerich, Michael.
_930063
700 _aNaujoks, Boris.
_930064
700 _aPurshouse, Robin.
_930065
856 _uhttps://doi.org/10.1007/978-3-031-25263-1
942 _cEBK
_2ddc
999 _c15101
_d15101