Many-Criteria Optimization and Decision Analysis : State-of-the-Art, Present Challenges, and Future Perspectives /

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,...

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Bibliographic Details
Corporate Author:	SpringerLink (Online service)
Other Authors:	Brockhoff, Dimo (Editor), Emmerich, Michael (Editor), Naujoks, Boris (Editor), Purshouse, Robin (Editor)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2023.
Edition:	1st ed. 2023.
Series:	Natural Computing Series,
Subjects:	Computer science. Operations research. Theory of Computation. Operations Research and Decision Theory. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Chapter 1: Introduction to Many-Criteria Optimization and Decision Analysis
Chapter 2: Key Issues in Real-World Applications of Many-Objective Optimisation and Decision Analysis
Chapter 3: Identifying Properties of Real-World Optimisation Problems through a Questionnaire
Chapter 4: Many-Criteria Dominance Relations
Chapter 5: Many-Objective Quality Measures
Chapter 6: Benchmarking
Chapter 7: Visualisation for decision support in many-objective optimisation: state-of-the-art, guidance and future directions
Chapter 8: Theoretical Aspects of Subset Selection in Multi-Objective Optimisation
Chapter 9: Identifying Correlations in Understanding and Solving Multi-Objective Problems
Chapter 10: Bayesian Optimization
Chapter 11: A game theoretic perspective on Bayesian many-objective optimization
Chapter 12: Heterogeneous Objectives: State-of-the-Art and Future Research
Chapter 13: MACODA Ontology and Knowledge Management.