Found 4 results
Filters: Keyword is Project 9.3 and Author is Kim, Sun Hye [Clear All Filters]
2020
S. Hye Kim and Boukouvala, F., “Surrogate-based optimization for mixed-integer nonlinear problems”, Computers and Chemical Engineering, vol. 140, 2020.
S. Hye Kim and Boukouvala, F., “Surrogate-based optimization for mixed-integer nonlinear problems”, Computers & Chemical Engineering, vol. 140, p. 106847, 2020.
2019
S. Hye Kim and Boukouvala, F., “Machine learning-based surrogate modeling for data-driven optimization: a comparison of subset selection for regression techniques”, Optimization Letters, vol. 14, 2019.
G. Hüllen, Zhai, J., Kim, S. Hye, Sinha, A., Realff, M. J., and Boukouvala, F., “Managing Uncertainty in Data-Driven Simulation-Based Optimization”, Computers & Chemical Engineering, p. 106519, 2019.