A cloud manufacturing service composition optimization method for fuzzy demands based on improved NSGA-III algorithm

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Xianhui Liu, Run Yang, Xiaobin Li, Xi Vincent Wang

Published: 01 Feb 2026, Last Modified: 06 Nov 2025Robotics and Computer-Integrated ManufacturingEveryoneRevisionsCC BY-SA 4.0
Abstract: Highlights•New uncertainty modeling method for cloud manufacturing service demands.•Multi-objective optimization model for fuzzy-demand service composition.•Improved NSGA-III with opposition-based learning and GKM reference points.