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Titlebook: Many-Criteria Optimization and Decision Analysis; State-of-the-Art, Pr Dimo Brockhoff,Michael Emmerich,Robin Purshouse Book 2023 Springer N

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Vitor Basto-Fernandes,Diana Salvador,Iryna Yevseyeva,Michael Emmerich
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Many-Objective Quality Measuresm a decision maker (DM). We also discuss open areas in this field and forms of many-objective optimisation which are relatively under-explored, and where appropriate quality measures are much less developed including challenges related to developing measures for interactive methods.
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Theoretical Aspects of Subset Selection in Multi-Objective Optimisationetween set-quality indicators and scalarisations, and discuss the corresponding theoretical properties. In particular, the connection between the optimal solutions of the original multi-objective problem and the optimal solutions of the single-objective problems into which it is transformed is considered.
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Visualisation for Decision Support in Many-Objective Optimisation: State-of-the-art, Guidance and Fu ten objectives. Lastly, the chapter concludes with suggested future research directions for advancing the scope and impact of many-objective optimisation when confronting complex decision making contexts.
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