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Designing computer experiments with multiple types of factors: The MaxPro approach
Computer experiments may involve not only continuous input factors but also nominal
factors, discrete numeric factors, and ordinal factors. Most existing literature in designing …
factors, discrete numeric factors, and ordinal factors. Most existing literature in designing …
A new and flexible design construction for orthogonal arrays for modern applications
A new and flexible design construction for orthogonal arrays for modern applications Page
1 The Annals of Statistics 2022, Vol. 50, No. 3, 1473–1489 https://doi.org/10.1214/21-AOS2159 …
1 The Annals of Statistics 2022, Vol. 50, No. 3, 1473–1489 https://doi.org/10.1214/21-AOS2159 …
Design and analysis of computer experiments with quantitative and qualitative inputs: A selective review
X Kang, X Deng - Wiley Interdisciplinary Reviews: Data Mining …, 2020 - Wiley Online Library
Computer experiment refers to the study of complex systems by using computer simulations
to emulate the physical system. Design and analysis of computer experiments have attracted …
to emulate the physical system. Design and analysis of computer experiments have attracted …
Doubly coupled designs for computer experiments with both qualitative and quantitative factors
Computer experiments with both qualitative and quantitative input variables occur frequently
in many scientific and engineering applications. As a result, how to choose the input settings …
in many scientific and engineering applications. As a result, how to choose the input settings …
Group doubly coupled designs
W Zhou, S Huang, M Li - Mathematics, 2024 - mdpi.com
Doubly coupled designs (DCDs) have better space-filling properties between the qualitative
and quantitative factors than marginally coupled designs (MCDs) which are suitable for …
and quantitative factors than marginally coupled designs (MCDs) which are suitable for …
Construction of marginally coupled designs by subspace theory
Recent researches on designs for computer experiments with both qualitative and
quantitative factors have advocated the use of marginally coupled designs. This paper …
quantitative factors have advocated the use of marginally coupled designs. This paper …
[PDF][PDF] Construction of marginally coupled designs with mixed-level qualitative factors
W Zhou, W He, W Wang, H Huang - Manuscript], 2024 - aimspress.com
Marginally coupled designs (MCDs) with more economical run sizes than sliced Latin
hypercube designs were widely used in computer experiments with both quantitative and …
hypercube designs were widely used in computer experiments with both quantitative and …
Construction of orthogonal marginally coupled designs
Marginally coupled designs (MCDs) were first introduced by Deng et al.(Stat Sin 25: 1567–
1581, 2015), as more economical designs than sliced space-filling designs which are the …
1581, 2015), as more economical designs than sliced space-filling designs which are the …
[PDF][PDF] Strongly Coupled Designs for Computer Experiments with Both Qualitative and Quantitative Factors.
MM Liu, MQ Liu, JY Yang - Mathematics (2227-7390), 2025 - stat.nankai.edu.cn
Computer experiments often involve both qualitative and quantitative factors, posing
challenges for efficient experimental designs. Strongly coupled designs (SCDs) are …
challenges for efficient experimental designs. Strongly coupled designs (SCDs) are …
Sequential design of computer experiments with quantitative and qualitative factors in applications to hpc performance optimization
Computer experiments with both qualitative and quantitative factors are widely used in many
applications. Motivated by the emerging need of optimal configuration in the high …
applications. Motivated by the emerging need of optimal configuration in the high …