Preference-based expensive multi-objective optimization without using an ideal point

Abstract As a decision maker is not always interested in the entire Pareto front, a natural idea is to take into account user preferences in computationally expensive multi-objective optimization to focus on searching the preferred region. However, most existing methods rely on the estimated ideal p...

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Bibliographic Details
Main Authors: Peipei Zhao, Liping Wang, Qicang Qiu
Format: Article
Language:English
Published: Springer 2025-06-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-025-01905-w
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