A multi-objective human-in-the-loop Bayesian optimization framework for assembly accuracy optimization

doi:10.1016/j.cie.2026.112448

A multi-objective human-in-the-loop Bayesian optimization framework for assembly accuracy optimization

2026-10-10

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DOI：10.1016/j.cie.2026.112448

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• A human-in-the-loop acquisition function is proposed. • A direction-guided penalized boundary intersection strategy is proposed. • A human-in-the-loop multi-objective optimization method is proposed.

Keywords:

Human-in-the-loop

Bayesian optimization

Spaceborne antenna

Expert knowledge

Preference learning

A multi-objective human-in-the-loop Bayesian optimization framework for assembly accuracy optimization

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