def _branin_quick_start_cli():
def _branin_function(X):
"""
Compute the branin function.
:param X: dictionary containing the input points.
:return: the value of the branin function
"""
x1 = X["x1"]
x2 = X["x2"]
a = 1.0
b = 5.1 / (4.0 * math.pi * math.pi)
c = 5.0 / math.pi
r = 6.0
s = 10.0
t = 1.0 / (8.0 * math.pi)
y_value = (a * (x2 - b * x1 * x1 + c * x1 - r)**2 + s *
(1 - t) * math.cos(x1) + s)
return y_value
parameters_file = resource_filename("hypermapper", "_branin_scenario.json")
optimizer.optimize(parameters_file, _branin_function)
print("End of Branin.")
def main():
parameters_file = "example_scenarios/quick_start/branin_scenario.json"
optimizer.optimize(parameters_file, branin_function)
print("End of Branin.")
def main():
parameters_file = (
"example_scenarios/synthetic/prior_currinexp/prior_currinexp_scenario.json"
)
optimizer.optimize(parameters_file, currin_exp_function)
print("End of CurrinExp.")
else sys.path
)
sys.path.append(".") # noqa
sys.path = list(OrderedDict.fromkeys(sys.path))
from hypermapper import optimizer
if __name__ == "__main__":
warnings.warn(
"Using 'scripts/hypermapper' is deprecated and it will be removed in the future. Use 'hypermapper/optimizer' instead.",
DeprecationWarning,
2,
)
if len(sys.argv) == 2:
parameters_file = sys.argv[1]
else:
print("Error: only one argument needed, the parameters json file.")
if parameters_file == "--help" or len(sys.argv) != 2:
print("################################################")
print("### Example: ")
print("### cd hypermapper")
print(
"### python3 hypermapper/optimizer.py example_scenarios/spatial/BlackScholes_scenario.json"
)
print("################################################")
exit(1)
optimizer.optimize(parameters_file)
def main():
parameters_file = (
"example_scenarios/synthetic/batch_branin/batch_branin_scenario.json")
optimizer.optimize(parameters_file, branin_function)
print("End of Branin.")
def main():
parameters_file = "example_scenarios/synthetic/dtlz1/dtlz1_scenario.json"
optimizer.optimize(parameters_file, dtlz1_function)
print("End of DTLZ1.")
def main():
parameters_file = "example_scenarios/synthetic/branin4/branin4_scenario.json"
optimizer.optimize(parameters_file, branin4_function)
print("End of Branin4.")
def main():
parameters_file = "example_scenarios/synthetic/ordinal_multiobjective_branin/ordinal_multiobjective_branin_scenario.json"
optimizer.optimize(parameters_file, branin_function_two_objectives)
print("End of Branin.")
def main():
parameters_file = (
"example_scenarios/synthetic/chakong_haimes/chakong_haimes_scenario.json"
)
optimizer.optimize(parameters_file, chakong_haimes)
print("End of Chakong and Haimes.")