The IRMA Community
Newsletters
Research IRM
Click a keyword to search titles using our InfoSci-OnDemand powered search:
|
Design and Analysis of Computer Experiments
|
Author(s): Xinwei Deng (Virginia Tech, USA), Ying Hung (Rutgers University, USA)and C. Devon Lin (Queen's University, Canada)
Copyright: 2017
Pages: 16
Source title:
Handbook of Research on Applied Cybernetics and Systems Science
Source Author(s)/Editor(s): Snehanshu Saha (PESIT South Campus, India), Abhyuday Mandal (University of Georgia, USA), Anand Narasimhamurthy (BITS Hyderabad, India), Sarasvathi V (PESIT- Bangalore South Campus, India)and Shivappa Sangam (UGC, India)
DOI: 10.4018/978-1-5225-2498-4.ch013
Purchase
|
Abstract
Computer experiments refer to the study of complex systems using mathematical models and computer simulations. The use of computer experiments becomes popular for studying complex systems in science and engineering. The design and analysis of computer experiments have received broad attention in the past decades. In this chapter, we present several widely used statistical approaches for design and analysis of computer experiments, including space-filling designs and Gaussian process modeling. A special emphasis is given to recently developed design and modeling techniques for computer experiments with quantitative and qualitative factors.
Related Content
Man Tianxing, Vasiliy Yurievich Osipov, Ildar Raisovich Baimuratov, Natalia Alexandrovna Zhukova, Alexander Ivanovich Vodyaho, Sergey Vyacheslavovich Lebedev.
© 2020.
27 pages.
|
Alexey Kashevnik, Nikolay Teslya.
© 2020.
23 pages.
|
Sergey Vyacheslavovich Lebedev, Michail Panteleyev.
© 2020.
26 pages.
|
Valentin Olenev, Yuriy Sheynin, Irina Lavrovskaya, Ilya Korobkov, Lev Kurbanov, Nadezhda Chumakova, Nikolay Sinyov.
© 2020.
42 pages.
|
Konstantin Nedovodeev, Yuriy Sheynin, Alexey Syschikov, Boris Sedov, Vera Ivanova, Sergey Pakharev.
© 2020.
34 pages.
|
Andrey Kuzmin, Maxim Safronov, Oleg Bodin, Victor Baranov.
© 2020.
23 pages.
|
Alexander Yu. Meigal, Dmitry G. Korzun, Alex P. Moschevikin, Sergey Reginya, Liudmila I. Gerasimova-Meigal.
© 2020.
26 pages.
|
|
|