Adaptive infill sampling strategy for metamodeling: Challenge and future research directions

• Main Authors: Che Razali, Che Munira, Abdullah, Shahrum Shah, Parnianifard, Amir, Faruq, Amrul
• Format: Article
• Language: English
• Published: Institute of Advanced Engineering 2020
• Subjects: T Technology (General)
• Online Access: http://eprints.utm.my/id/eprint/91183/1/ShahrumShahAbdullah2020_AdaptiveInfillSamplingStrategyforMetamodeling.pdf; http://eprints.utm.my/id/eprint/91183/; http://dx.doi.org/10.11591/eei.v9i5.2162

The widespread use of computer experiments for design optimization has made the issue of reducing computational cost, improving accuracy, removing the “curse of dimensionality” and avoiding expensive function approximation becoming even more important. Metamodeling also known as surrogate modeling,...