optimization_functions

Test functions for optimization.

See:

https://en.wikipedia.org/wiki/Test_functions_for_optimization

mr_utils.test_data.optimization_functions.functions.ackley(x, a=20, b=0.2, c=6.283185307179586)

Ackley function.

mr_utils.test_data.optimization_functions.functions.beale(x)

Beale function.

Only for 2d x.

mr_utils.test_data.optimization_functions.functions.bohachevsky1(x)

Bohachevsky function 1. Only for 2d x.

mr_utils.test_data.optimization_functions.functions.bohachevsky2(x)

Bohachevsky function 2. Only for 2d x.

mr_utils.test_data.optimization_functions.functions.bohachevsky3(x)

Bohachevsky function 3. Only for 2d x.

mr_utils.test_data.optimization_functions.functions.grad_ackley(f, x, a=20, b=0.2, c=6.283185307179586)

Gradient of Ackley function.

mr_utils.test_data.optimization_functions.functions.grad_bohachevsky1(f, x)

Gradient of Bohachevsky function 1.

mr_utils.test_data.optimization_functions.functions.grad_bohachevsky2(f, x)

Gradient of Bohachevsky function 2.

mr_utils.test_data.optimization_functions.functions.grad_bohachevsky3(f, x)

Gradient of Bohachevsky function 3.

mr_utils.test_data.optimization_functions.functions.rastrigin(x, A=10)

Rastrigin function.

mr_utils.test_data.optimization_functions.functions.rosenbrock(x, a=1, b=100)

Rosenbrock’s function.

mr_utils.test_data.optimization_functions.functions.sphere(x)

Sphere function.