def get_constraints(self) -> Iterable[expr.BooleanExpression]:
constraints = []
base_quantities = [
variable.get_name().replace('_1', '')
for variable in self.problem.get_variables()
if variable.get_name().endswith('_1')
]
for quantity in base_quantities:
original_variables = [
variable for variable in self.problem.get_variables()
if re.search(quantity +
'_[0-9]+$', variable.get_name()) is not None
]
aggregate_variables = [
variable for variable in self.problem.get_variables()
if re.search(
quantity + '_(' +
'|'.join(ms_data_utility.AGGREGATE_FUNCTIONS) +
')$', variable.get_name()) is not None
]
constraints.append(
expr.Not(
expr.And([
expr.Or(original_variables),
expr.Or(aggregate_variables)
])))
return constraints
def get_constraints(self) -> Iterable[expr.BooleanExpression]:
variable_groups = []
for aggregate in ms_data_utility.AGGREGATE_FUNCTIONS:
variable_group = [
variable for variable in self.problem.get_variables()
if variable.get_name().endswith('_' + aggregate)
]
variable_groups.append(variable_group)
return [expr.AtMost([expr.Or(x) for x in variable_groups], 1)]
def get_constraints(self) -> Iterable[expr.BooleanExpression]:
gamma_variables = [
variable for variable in self.problem.get_variables()
if 'gamma' in variable.get_name()
]
gamma_abs_variables = [
variable for variable in gamma_variables
if 'gamma_abs' in variable.get_name()
]
gamma_variables = [
variable for variable in gamma_variables
if 'gamma_abs' not in variable.get_name()
]
return [
expr.Not(
expr.And(
[expr.Or(gamma_variables),
expr.Or(gamma_abs_variables)]))
]
def get_constraints(self) -> Iterable[expr.BooleanExpression]:
variable_groups = []
for slip_group in SCHMID_GROUPS_100:
variable_group = [
variable for variable in self.problem.get_variables()
if re.search(
'_(' + '|'.join([str(i) for i in slip_group]) +
')$', variable.get_name()) is not None
]
variable_groups.append(variable_group)
return [expr.AtMost([expr.Or(x) for x in variable_groups], 1)]
def get_constraints(self) -> Iterable[expr.BooleanExpression]:
constraints = []
base_quantities = [
variable.get_name().replace('_1', '')
for variable in self.problem.get_variables()
if variable.get_name().endswith('_1')
]
for quantity in base_quantities:
variable_groups = []
for slip_group in SCHMID_GROUPS_100:
variable_group = [
variable for variable in self.problem.get_variables()
if re.search(
quantity + '_(' +
'|'.join([str(i) for i in slip_group]) +
')$', variable.get_name()) is not None
]
variable_groups.append(variable_group)
constraints.append(
expr.AtMost([expr.Or(x) for x in variable_groups], 1))
return constraints