Improved multi-objective decision-making in manufacturing processes through uncertainty quantification and robust pareto front modelling

Abstract Manufacturing processes often exhibit complex relationships between input parameters and output responses, posing challenges for optimization and decision-making. Surrogate models are commonly employed to approximate these relationships, enabling efficient exploration of the design space. H...

Täydet tiedot

Bibliografiset tiedot

Päätekijät:	Arne De Temmerman, Mathias Verbeke
Aineistotyyppi:	Artigo
Kieli:	Inglês
Julkaistu:	Nature Portfolio 2025-04-01
Sarja:	Scientific Reports
Aiheet:	Multi-objective Decision-making Uncertainty quantification Robust optimization Manufacturing processes
Linkit:	https://doi.org/10.1038/s41598-025-97508-z
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