@inproceedings{9bc60f2698034d43aae376416b0b0476,
title = "A sequential latin hypercube sampling method for metamodeling",
abstract = "For utilizing the original sampling points and improving budget allocation efficiency, we propose a sequential Latin Hypercube Sampling (LHS) method for metamodeling. The sequential method starts with an original LHS of size n and constructs a new LHS of size kn that has the original points as more as possible. The sampling points of LHS are described by some matrixes and it is proved that there is no need to delete original points for the new LHS. A subtraction rule is applied for adding new sampling points. The original and addition sampling points are proved to be a strict LHS. The method is applied for metamodeling to demonstrate the effectiveness.",
keywords = "Latin hypercube sampling, Metamodel, Sequential method",
author = "Zhizhao Liu and Ming Yang and Wei Li",
note = "Publisher Copyright: {\textcopyright} Springer Science+Business Media Singapore 2016.; 16th Asia Simulation Conference and SCS Autumn Simulation Multi-Conference, AsiaSim/SCS AutumnSim 2016 ; Conference date: 08-10-2016 Through 11-10-2016",
year = "2016",
doi = "10.1007/978-981-10-2663-8\_19",
language = "英语",
isbn = "9789811026621",
series = "Communications in Computer and Information Science",
publisher = "Springer Verlag",
pages = "176--185",
editor = "Lin Zhang and Xiao Song and Yunjie Wu",
booktitle = "Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems - 16th Asia Simulation Conference and SCS Autumn Simulation Multi-Conference, AsiaSim/SCS AutumnSim 2016, Proceedings",
address = "德国",
}