Items where Author is "Couckuyt, Ivo"

Journal Article

Heidari, Arash and Qing, Jixiang and Gonzalez, Sebastian Rojas and Branke, Juergen and Dhaene, Tom and Couckuyt, Ivo (2025) Knee Detection in Bayesian Multi-Objective Optimization Using Thompson Sampling. IEEE Transactions on Evolutionary Computation, 29 (5). pp. 1903-1912. ISSN 1089-778X

Kayedpour, Nezmin and Qing, Jixiang and Wauters, Jolan and Kooning, Jeroen D. M. De and Couckuyt, Ivo and Crevecoeur, Guillaume (2024) Wind Turbine Hybrid Physics-Based Deep Learning Model for a Health Monitoring Approach Considering Provision of Ancillary Services. IEEE Transactions on Instrumentation and Measurement, 73: 2513814. ISSN 0018-9456

Qing, Jixiang and Couckuyt, Ivo and Dhaene, Tom (2023) A robust multi-objective Bayesian optimization framework considering input uncertainty. Journal of Global Optimization, 86 (3). pp. 693-711. ISSN 0925-5001

Qing, Jixiang and Knudde, Nicolas and Garbuglia, Federico and Spina, Domenico and Couckuyt, Ivo and Dhaene, Tom (2022) Adaptive sampling with automatic stopping for feasible region identification in engineering design. Engineering with Computers, 38 (Suppl.). pp. 1955-1972. ISSN 0177-0667

Witte, Duygu De and Qing, Jixiang and Couckuyt, Ivo and Dhaene, Tom and Ginste, Dries Vande and Spina, Domenico (2022) A Robust Bayesian Optimization Framework for Microwave Circuit Design under Uncertainty. Electronics, 11 (14): 2267.

Garbuglia, Federico and Qing, Jixiang and Knudde, Nicolas and Spina, Domenico and Couckuyt, Ivo and Deschrijver, Dirk and Dhaene, Tom (2021) Bayesian active learning for multi‐objective feasible region identification in microwave devices. Electronics Letters. pp. 400-403. ISSN 0013-5194

Contribution in Book/Report/Proceedings

Qing, Jixiang and Moss, Henry B and Dhaene, Tom and Couckuyt, Ivo (2023) {PF}2 ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization. In: International Conference on Artificial Intelligence and Statistics :. Proceedings of Machine Learning Research, 206 . PMLR, pp. 2565-2588.