Weld sequence optimization: The use of surrogate models for solving sequential combinatorial problems

Autor: Voutchkov, I., Keane, A.J., Bhaskar, A., Olsen, Tor M.

Publikováno v: In Computer Methods in Applied Mechanics and Engineering 2005 194(30):3535-3551

Exploration of diverse solutions for the calibration of imperfect climate models.

Autor: Peatier, Saloua¹ (AUTHOR) peatier@cerfacs.fr, Sanderson, Benjamin M.² (AUTHOR), Terray, Laurent¹ (AUTHOR)

Publikováno v: Earth System Dynamics. 2024, Vol. 15 Issue 4, p987-1014. 28p.

Multiobjective Tuning of Grid-Enabled Earth System Models Using a Non-dominated Sorting Genetic Algorithm (NSGA-II)

Autor: Price, A. R., Voutchkov, I. I., Pound, G. E., Edwards, N. R., Lenton, T. M., Cox, S. J., The GENIE team

Publikováno v: 2nd International Conference on eScience and Grid Computing

The tuning of parameters in climate models is essential to provide reliable long-term forecasts of Earth system behaviour. In this paper we present the first application of the multiobjective non-dominated sorting genetic algorithm (NSGA-II) to the G

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cfa84e53634a75bd2b8a5fbdac62ce54
https://doi.org/10.1109/e-science.2006.261050

The use of multifidelity approximations in engineering design

Autor: Leary, S.J., Voutchkov, I., Bhaskar, A., Keane, A.J.

Approximation methods are considered as surrogates to an expensive computer simulation during optimization. In particular the use of models of varying fidelity throughout this process is discussed.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______348::7a5932e6ffff456d3a40df74ad43e98a
https://eprints.soton.ac.uk/21837/

Fast design optimization of jet engine structural mass and specific fuel consumption.

Autor: Voutchkov, I, Keane, A J, Benison, M, Haynes, P, Stocks, T

Publikováno v: Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering; 10/01/2011, Vol. 225 Issue 10, p1165-1173, 9p