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Project

Bayesian many-objective optimization with noise and user preference learning.

Information

Project Team

Organisations

Outputs and Outcomes

Publications

Trade-offs in Bayesian active learning for feasible region identification

Ioana NikovaSebastian Rojas GonzalezTom DhaeneIvo Couckuyt

U Journal Article in JOURNAL OF INTELLIGENT MANUFACTURING

2025

Bi-objective ranking and selection using stochastic kriging

Sebastian Rojas GonzalezJuergen BrankeInneke Van Nieuwenhuyse

A1 Journal Article in EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

2025

Knowledge gradient for multi-objective Bayesian optimization with decoupled evaluations

Jack M. BuckinghamSebastian Rojas GonzalezJuergen Branke

C1 Conference

2025