Cover image for Many-Criteria Optimization and Decision Analysis State-of-the-Art, Present Challenges, and Future Perspectives
Title:
Many-Criteria Optimization and Decision Analysis State-of-the-Art, Present Challenges, and Future Perspectives
Author:
Brockhoff, Dimo. editor.
ISBN:
9783031252631
Edition:
1st ed. 2023.
Physical Description:
XIII, 360 p. 74 illus., 63 illus. in color. online resource.
Series:
Natural Computing Series,
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.
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