Many-Criteria Optimization and Decision Analysis - State-of-the-Art, Present Challenges, and Future Perspectives (Hardcover, 1st ed. 2023)

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.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	Natural Computing Series
Release date:	September 2023
First published:	2023
Editors:	Dimo Brockhoff • Michael Emmerich • Boris Naujoks • Robin Purshouse
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	360
Edition:	1st ed. 2023
ISBN-13:	978-3-03-125262-4
Categories:	Books > Computing & IT > General theory of computing > General Books > Computing & IT > Applications of computing > General Books > Business & Economics > Business & management > Management & management techniques > Operational research Promotions
LSN:	3-03-125262-4
Barcode:	9783031252624

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