def __init__(self, name, operators=('MIN', 'MAX', 'ZADEH'), activation='MIN', accumulation='MAX'):
"""
Initialize a block of rules
:param name: rule-block name
:param operators: definitions for 'and', 'or' and 'not' operators
:param activation: definition of activation method
:param accumulation: definition of accumulation method
"""
self.accumulation = get_norm(accumulation)
self.activation = get_norm(activation)
self.set_operators(operators)
self.name = name
self.inputs = {}
self.outputs = {}
self.rules = []
def __init__(self,
name,
operators=('MIN', 'MAX', 'ZADEH'),
activation='MIN',
accumulation='MAX'):
"""
Initialize a block of rules
:param name: rule-block name
:param operators: definitions for 'and', 'or' and 'not' operators
:param activation: definition of activation method
:param accumulation: definition of accumulation method
"""
self.accumulation = get_norm(accumulation)
self.activation = get_norm(activation)
self.set_operators(operators)
self.name = name
self.inputs = {}
self.outputs = {}
self.rules = []
def set_operators(self, operators):
"""Set the function norms used for 'and', 'or' and 'not' operators"""
and_, or_, not_ = operators
self.and_ = get_norm(and_ or 'MIN')
self.or_ = get_norm(or_ or 'MAX')
self.not_ = get_norm(not_ or 'ZADEH')
def set_operators(self, operators):
"""Set the function norms used for 'and', 'or' and 'not' operators"""
and_, or_, not_ = operators
self.and_ = get_norm(and_ or 'MIN')
self.or_ = get_norm(or_ or 'MAX')
self.not_ = get_norm(not_ or 'ZADEH')
