def generate_universes(gs, sample):
x1 = FuzzyUniverse("Attr1", 0, 100, sample)
x1["A1"] = MembershipFunc(0, gs[0].value(), gs[1].value())
x1["A2"] = MembershipFunc(gs[2].value(), gs[3].value(), gs[4].value())
x1["A3"] = MembershipFunc(gs[5].value(), gs[6].value(), 100)
x2 = FuzzyUniverse("Attr2", 0, 100, sample)
x2["B1"] = MembershipFunc(0, gs[7].value(), gs[8].value())
x2["B2"] = MembershipFunc(gs[9].value(), gs[10].value(), gs[11].value())
x2["B3"] = MembershipFunc(gs[12].value(), gs[13].value(), 100)
return x1, x2
def func_y(sample):
f = FuzzyUniverse("TempoLavagem", 0, 60, sample)
f["MC"] = MembershipFunc(0, 0, 10)
f["C"] = MembershipFunc(0, 10, 25)
f["M"] = MembershipFunc(10, 25, 40)
f["L"] = MembershipFunc(25, 40, 60)
f["ML"] = MembershipFunc(40, 60, 60)
return f
def func3():
"""
:return: FuzzyUniverse
"""
func = FuzzyUniverse("forca", 0.0, 100.0, SAMPLE)
func['media'] = MembershipFunc(0.0, 0.0, 50.0)
func['forte'] = MembershipFunc(0.0, 50.0, 100.0, 100.0)
return func
def func2():
"""
:return: FuzzyUniverse
"""
func = FuzzyUniverse("peso", 0.0, 100.0, SAMPLE)
func['leve'] = MembershipFunc(0.0, 0.0, 50.0)
func['moderado'] = MembershipFunc(0.0, 50.0, 100.0)
func['pesado'] = MembershipFunc(50.0, 100.0, 100.0)
return func
def func1():
"""
:return: FuzzyUniverse
"""
func = FuzzyUniverse("altura", 1.0, 2.0, SAMPLE)
func['baixo'] = MembershipFunc(1.0, 1.0, 1.5)
func['medio'] = MembershipFunc(1.0, 1.5, 2.0)
func['alto'] = MembershipFunc(1.5, 2.0, 2.0)
return func
def func_x2(sample):
f = FuzzyUniverse("Mancha", 0, 100, sample)
f["SM"] = MembershipFunc(0, 0, 50)
f["MM"] = MembershipFunc(0, 50, 100)
f["GM"] = MembershipFunc(50, 100, 100)
return f
def func_x1(sample):
f = FuzzyUniverse("Sujeira", 0, 100, sample)
f["PS"] = MembershipFunc(0, 0, 50)
f["MS"] = MembershipFunc(0, 50, 100)
f["GS"] = MembershipFunc(50, 100, 100)
return f
def func2(sample):
x2 = FuzzyUniverse("Attr2", 0, 100, sample)
x2["B1"] = MembershipFunc(0, 0, 40)
x2["B2"] = MembershipFunc(20, 50, 80)
x2["B3"] = MembershipFunc(60, 100, 100)
return x2
def func1(sample):
x1 = FuzzyUniverse("Attr1", 0, 100, sample)
x1["A1"] = MembershipFunc(0, 0, 40)
x1["A2"] = MembershipFunc(20, 50, 80)
x1["A3"] = MembershipFunc(60, 100, 100)
return x1