The development of a hybridized particle swarm for kriging hyperparameter tuning

Optimizations involving high-fidelity simulations can become prohibitively expensive when an exhaustive search is employed. To remove this expense a surrogate model is often constructed. One of the most popular techniques for the construction of such a surrogate model is that of kriging. However, th...

Full description

Bibliographic Details
Main Authors: Toal, David J.J (Author), Bressloff, N.W (Author), Keane, A.J (Author), Holden, C.M.E (Author)
Format: Article
Language:English
Published: 2011-01-04.
Subjects:
Online Access:Get fulltext