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Many-Criteria Optimization and Decision Analysis - State-of-the-Art, Present Challenges, and Future Perspectives (Hardcover, 1st ed. 2023)
Loot Price: R4,506
Discovery Miles 45 060
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Many-Criteria Optimization and Decision Analysis - State-of-the-Art, Present Challenges, and Future Perspectives (Hardcover, 1st ed. 2023)
Series: Natural Computing Series
Expected to ship within 10 - 15 working days
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This 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.
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