The bbob-noisy Test Suite

The bbob-noisy test suite contains 30 noisy, scalable test functions with three different noise types and levels. Each function is provided in various dimension (2, 3, 5, 10, 20, 40) and available in an arbitrary number of instances.

The bbob-noisy functions

The 30 noisy test functions of the bbob-noisy test suite are

1 Functions with moderate noise
1.1	f101	Sphere with moderate Gaussian noise
	f102	Sphere with moderate uniform noise
	f103	Sphere with moderate seldom Cauchy noise
1.2	f104	Rosenbrock with moderate Gaussian noise
	f105	Rosenbrock with moderate uniform noise
	f106	Rosenbrock with moderate uniform noise
2 Functions with severe noise
2.1	f107	Sphere with Gaussian noise
	f108	Sphere with uniform noise
	f109	Sphere with seldom Cauchy noise
2.2	f110	Rosenbrock with Gaussian noise
	f111	Rosenbrock with uniform noise
	f112	Rosenbrock with seldom Cauchy noise
2.3	f113	Step ellipsoid with Gaussian noise
	f114	Step ellipsoid with uniform noise
	f115	Step ellipsoid with seldom Cauchy noise
2.4	f116	Ellipsoid with Gaussian noise
	f117	Ellipsoid with uniform noise
	f118	Ellipsoid with seldom Cauchy noise
2.5	f119	Different Powers with Gaussian noise
	f120	Different Powers with uniform noise
	f121	Different Powers with seldom Cauchy noise
3 Highly multi-modal functions with severe noise
3.1	f122	Schaffer's F7 with Gaussian noise
	f123	Schaffer's F7 with uniform noise
	f124	Schaffer's F7 with seldom Cauchy noise
3.2	f125	Composite Griewank-Rosenbrock with Gaussian noise
	f126	Composite Griewank-Rosenbrock with uniform noise
	f127	Composite Griewank-Rosenbrock with seldom Cauchy noise
3.3	f128	Gallagher's Gaussian Peaks 101-me with Gaussian noise
	f129	Gallagher's Gaussian Peaks 101-me with uniform noise
	f130	Gallagher's Gaussian Peaks 101-me with seldom Cauchy noise