Surrogate Modeling Approaches for Multiobjective Optimization: Methods, Taxonomy, and Results

Most practical optimization problems are comprised of multiple conflicting objectives and constraints which involve time-consuming simulations. Construction of metamodels of objectives and constraints from a few high-fidelity solutions and then an optimization of metamodels to find in-fill solutions...

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Bibliographic Details
Main Authors: Kalyanmoy Deb, Proteek Chandan Roy, Rayan Hussein
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Mathematical and Computational Applications
Subjects:
Online Access:https://www.mdpi.com/2297-8747/26/1/5