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Add the one-dimensional test function from Forrester et al. (2008). The test function was used in the context of optimization and metamodeling. It is useful for illustration purposes.
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The function appears in the example of the book by Santner et al. (2018)[^Santner2018]. The function was used to illustrate Kriging metamodeling.
[^Santner2018]: T. J. Santner, B. J. Williams, and …
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```
Traceback (most recent call last):
File "/home/jovyan/work/workspace/driver.py", line 100, in
main()
File "/home/jovyan/work/workspace/driver.py", line 97, in main
runsim(g, sys.…
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The function[^Webster1996] is a polynomial function with random input variables, one of the inputs is non-uniform. The function was used as a testing function in a metamodeling exercise.
[^Webster…
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The function features two different "regimes" and can be used to test adaptive metamodeling techniques.
The function was referred to in Grammacy (2007)[^Grammacy2007].
[^Grammacy2007]: Robert B.…
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The Welch et al. (1992) test function[^Welch1992] is a $20$-dimensional function that features non-linearities, some pair interactions, and inert input variables. It was first used in the context of m…
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This test function is commonly used as an example in OpenTurns. There is also a reliability analysis test function variant. For metamodeling and sensitivity analysis (i.e., the "dyke problem"), it wou…
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The 8-dimensional test function models the mean-square relative displacement of the secondary spring under a white noise acceleration in a two-degree-of-freedom primary-secondary system.
This funct…
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The function when called should print to the terminal the available test functions: the name, the string code, and the number of spatial dimensions; preferably in tabular format.
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**Submitting author:** @damar-wicaksono (Damar Wicaksono)
**Repository:** https://github.com/damar-wicaksono/uqtestfuns
**Branch with paper.md** (empty if default branch): dev-joss
**Version:** v0.4.1…