Test Functions for Simulation Experiments and Evaluating Optimization and Emulation Algorithms


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Documentation for package ‘TestFunctions’ version 0.2.0

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ackley Test function.
add_linear_terms add_linear_terms: Add linear terms to another function. Allows you to easily change an existing function to include linear terms.
add_noise add_noise: Adds noise to any function
add_null_dims add_null_dims: Add null dimensions to another function. Allows you to pass in input data with any number of dimensions and it will only keep the first nactive.
add_zoom add_zoom: Zoom in on region of another function. Allows you to easily change an existing function so that [0,1]^n refers to a subregion of the original function
banana Test function.
beale Test function.
borehole Test function.
branin Test function.
currin1991 Test function.
detpep8d Test function.
easom Test function.
franke Test function.
gaussian1 Test function.
Gfunction Test function.
GoldsteinPrice Test function.
GoldsteinPriceLog Test function.
griewank Test function.
hartmann Test function.
hump Test function.
levy Test function.
lim2002 Test function.
linkletter_nosignal Test function.
michalewicz Test function.
moon_high Test function.
morris Test function.
nsin Wave functions
numGrad Create function calculating the numerical gradient
numHessian Create function calculating the numerical hessian
OTL_Circuit Test function.
piston Test function.
powsin Test function.
quad_peaks Test function.
quad_peaks_slant Test function.
rastrigin Test function.
RFF Evaluate an RFF (random wave function) at given input
RFF_get Create a new RFF function
robotarm Test function.
RoosArnold Test function.
sinumoid Test function.
sqrtsin Test function.
standard_test_func Create a standard test function.
test_func_apply Test function.
TF_ackley TF_ackley: Ackley function for evaluating a single point.
TF_banana Base test function.
TF_beale TF_beale: Beale function for evaluating a single point.
TF_borehole Base test function.
TF_branin Base test function.
TF_currin1991 Base test function.
TF_detpep8d TF_detpep8d: detpep8d function for evaluating a single point.
TF_easom TF_easom: Easom function for evaluating a single point.
TF_franke Base test function.
TF_gaussian1 Base test function.
TF_Gfunction TF_Gfunction: G-function for evaluating a single point.
TF_GoldsteinPrice TF_GoldsteinPrice: Goldstein Price function for evaluating a single point
TF_GoldsteinPriceLog TF_GoldsteinPrice: Goldstein Price function for evaluating a single point on a log scale, normalized to have mean 0 and variance 1.
TF_griewank TF_griewank: Griewank function for evaluating a single point.
TF_hartmann TF_hartmann: hartmann function for evaluating a single point.
TF_hump TF_hump: Hump function for evaluating a single point.
TF_levy TF_levy: Levy function for evaluating a single point.
TF_lim2002 Base test function.
TF_linkletter_nosignal TF_linkletter_nosignal: Linkletter (2006) no signal function for evaluating a single point.
TF_michalewicz TF_michalewicz: Michalewicz function for evaluating a single point.
TF_moon_high TF_moon_high: Moon (2010) high-dimensional function for evaluating a single point.
TF_morris TF_morris: morris function for evaluating a single point.
TF_OTL_Circuit Base test function.
TF_piston TF_piston: Piston simulation function for evaluating a single point.
TF_powsin Base test function.
TF_quad_peaks TF_quad_peaks: quad_peaks function for evaluating a single point.
TF_quad_peaks_slant TF_quad_peaks_slant: quad_peaks_slant function for evaluating a single point.
TF_rastrigin TF_rastrigin: Rastrigin function for evaluating a single point.
TF_robotarm TF_robotarm: Robot arm function for evaluating a single point.
TF_RoosArnold TF_RoosArnold: Roos & Arnold (1963) function for evaluating a single point.
TF_sinumoid Base test function.
TF_sqrtsin Base test function.
TF_welch TF_welch: Welch function for evaluating a single point.
TF_wingweight TF_wingweight: Wing weight function for evaluating a single point.
TF_zhou1998 Base test function.
vsin Wave functions
waterfall Test function.
welch Test function.
wingweight Test function.
zhou1998 Test function.