Single Objective Optimization Benchmark Functions

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Documentation for package ‘soobench’ version 1.9.18

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counting_function Count number of function evaluations
first_hitting_times Return numerical vector of first hitting times, counted in function evaluations.
function_id Function ID
function_name Function name
generate_ackley_function Ackley test function generator
generate_batman_function Generator for the Batman function.
generate_bbob2009_function (Noisy) BBOB 2009 test function generator.
generate_beale_function Generator for the Beale test function.
generate_branin_function Generator for the Branin test function.
generate_chained_cb3_ii_function Chained CB3 II test function generator.
generate_chained_cb3_i_function Chained CB3 I test function generator.
generate_chained_crescent_II_function Chained Crescent II function generator.
generate_chained_crescent_I_function Chained Crescent I function generator.
generate_chained_LQ_function Chained LQ test function generator.
generate_chained_mifflin_function Chained Mifflin 2 function generator.
generate_discus_function Discus test function generator.
generate_double_sum_function Double sum test function generator.
generate_ellipsoidal_function Generator for ellipsoidal test functions.
generate_generalized_maxq_function Generalized MAXQ test function generator.
generate_generalized_mxhilb_function Generalized MXHILB test function generator.
generate_goldstein_price_function Generator for the Goldstein-Price function.
generate_griewank_function Griewank test function generator.
generate_happycat_function Generator for the Happycat function.
generate_himmelblau_function Generator for the Himmelblau test function.
generate_kotanchek_function Kotanchek test function generator.
generate_mexican_hat_function Mexican hat test function generator.
generate_noisy_bbob2009_function (Noisy) BBOB 2009 test function generator.
generate_nonsmooth_generalized_brown_2_function Nonsmooth generalized Brown function 2 function generator.
generate_number_of_active_faces_function Number of active faces test function generator.
generate_rastrigin_function Rastrigin test function generator.
generate_rosenbrock_function Rosenbrock test function generator.
generate_sphere_function Sphere test function generator.
generate_weierstrass_function Generator for the Weierstrass function.
global_minimum Global Optimum
inner_function Retrieve the inner function contained in a wrapping function.
is_counting_function Counting function
is_recording_function Recording function
is_soo_function Single Objective Optimization Function
is_soo_function_generator SOO function generator
lower_bounds Retrieve the lower or upper bounds of a test function.
number_of_evaluations Retrieve evaluation counter
number_of_parameters Number of parameters
plot.soo_function Plot a test function in 1 or 2 dimensions.
plot3d Plot a test function in 3D.
plot_1d_soo_function Plot a test function in 1D.
plot_2d_soo_function Plot a test function in 2D.
print.soo_function Print a SOO function.
random_parameter Random parameter generation
random_parameters Random parameter generation
random_rotation_matrix Generate a random 'd'-dimensional rotation matrix.
recorded_values Return the internally recorded parameter settings and function values for a test function.
recording_function Recording functions
reset_evaluation_counter Reset evaluation counter
rotate_parameter_space Rotate the parameter space of a SOO function.
soo_function Single Objective Optimization Function
upper_bounds Retrieve the lower or upper bounds of a test function.
with_fixed_budget Fixed budget expression evaluation Evaluate 'expr' with a fixed budget for the number of times any test function in 'expr' may be evaluated.