Python MamdaniRuleBaseType.addRule 예제들

예제 #1

파일: CreateJapaneseDietAssessmentMamdaniExampleXML.py 프로젝트: mrektor/py4jfml

# RULE BASE
rb = MamdaniRuleBaseType("rulebase1")

# RULE 1
r1 = FuzzyRuleType("rule1", connector="and", connectorMethod="MIN", weight=1.)
ant1 = AntecedentType()
ant1.addClause(ClauseType(pcc, pcc_low))
ant1.addClause(ClauseType(pcp, pcp_low))
ant1.addClause(ClauseType(pcf, pcf_low))
ant1.addClause(ClauseType(pcr, pcr_low))
ant1.addClause(ClauseType(fgb, fgb_low))
con1 = ConsequentType()
con1.addThenClause(variable=dhl, term=dhl_verylow)
r1.setAntecedent(ant1)
r1.setConsequent(con1)
rb.addRule(r1)

# RULE 243
r243 = FuzzyRuleType("rule243",
                     connector="and",
                     connectorMethod="MIN",
                     weight=1.)
ant243 = AntecedentType()
ant243.addClause(ClauseType(pcc, pcc_high))
ant243.addClause(ClauseType(pcp, pcp_high))
ant243.addClause(ClauseType(pcf, pcf_high))
ant243.addClause(ClauseType(pcr, pcr_high))
ant243.addClause(ClauseType(fgb, fgb_high))
con243 = ConsequentType()
con243.addThenClause(variable=dhl, term=dhl_low)
r243.setAntecedent(ant243)

예제 #2

파일: CreateIrisMamdaniExampleXML2.py 프로젝트: mrektor/py4jfml

kb.addVariable(irisClass)

# RULE BASE
rb = MamdaniRuleBaseType("rulebase-iris")

# RULE 1
r1 = FuzzyRuleType("rule1", connector="and", connectorMethod="MIN", weight=1.0)
ant1 = AntecedentType()
ant1.addClause(ClauseType(pw, pw_low))
con1 = ConsequentType()
con1.addThenClause(ClauseType(irisClass, irisClass_setosa))
r1.setAntecedent(ant1)
r1.setConsequent(con1)

rb.addRule(r1)

# RULE 2
r2 = FuzzyRuleType("rule2", connector="and", connectorMethod="MIN", weight=1.0)
ant2 = AntecedentType()
ant2.addClause(ClauseType(sw, sw_not_high))
ant2.addClause(ClauseType(pl, pl_medium))
ant2.addClause(ClauseType(pw, pw_medium))
con2 = ConsequentType()
con2.addThenClause(ClauseType(irisClass, irisClass_virginica))
r2.setAntecedent(ant2)
r2.setConsequent(con2)

rb.addRule(r2);

# RULE 3

예제 #3

파일: CreateInvertedPendulumMamdaniExampleXML1.py 프로젝트: mrektor/py4jfml

kb.addVariable(var=force)

#RULE BASE
rb = MamdaniRuleBaseType(name="rulebase1")

#RULE 1
r1 = FuzzyRuleType(name="rule1", connector="and", connectorMethod="MIN", weight=1.0)
ant1 = AntecedentType()
ant1.addClause(c=ClauseType(ang, ang_vneg_or_neg))
ant1.addClause(c=ClauseType(ca, ca_vneg_or_neg))
con1 = ConsequentType()
con1.addThenClause(variable=force, term=force_vneg)
r1.setAntecedent(value=ant1)
r1.setConsequent(value=con1)
rb.addRule(rule=r1)

#RULE 2
r2 = FuzzyRuleType(name="rule2", connector="and", connectorMethod="MIN", weight=1.0)
ant2 = AntecedentType()
ant2.addClause(c=ClauseType(ang, ang_vneg))
ant2.addClause(c=ClauseType(ca, ca_neu))
con2 = ConsequentType()
con2.addThenClause(variable=force, term=force_vneg)
r2.setAntecedent(value=ant2)
r2.setConsequent(value=con2)
rb.addRule(rule=r2)

#RULE 3
r3 = FuzzyRuleType(name="rule3", connector="and", connectorMethod="MIN", weight=1.0)
ant3 = AntecedentType()

예제 #4

파일: CreateInvertedPendulumMamdaniExampleXML2.py 프로젝트: mrektor/py4jfml

kb.addVariable(force)


# RULE BASE
rb = MamdaniRuleBaseType("rulebase1")

# RULE1
r1 = FuzzyRuleType("rule1", connector="and", connectorMethod="MIN", weight=1.0)
ant1 = AntecedentType()
ant1.addClause(ClauseType(ang, ang_vneg_or_neg))
ant1.addClause(ClauseType(ca, ca_vneg_or_neg))
con1 = ConsequentType()
con1.addThenClause(variable=force, term=force_vneg)
r1.setAntecedent(ant1)
r1.setConsequent(con1)
rb.addRule(r1)

# RULE2
r2 = FuzzyRuleType("rule2", connector="and", connectorMethod="MIN", weight=1.0)
ant2 = AntecedentType()
ant2.addClause(ClauseType(ang, ang_vneg))
ant2.addClause(ClauseType(ca, ca_neu))
con2 = ConsequentType()
con2.addThenClause(variable=force, term=force_vneg)
r2.setAntecedent(ant2)
r2.setConsequent(con2)
rb.addRule(r2)

# RULE3
r3 = FuzzyRuleType("rule3", connector="and", connectorMethod="MIN", weight=1.0)
ant3 = AntecedentType()

예제 #5

파일: CreateTipperMamdaniExampleXML1.py 프로젝트: mrektor/py4jfml

# RULE BASE
rb = MamdaniRuleBaseType("rulebase1")

# RULE1
rule1 = FuzzyRuleType("rule1",
                      connector="or",
                      connectorMethod="MAX",
                      weight=1.)
ant1 = AntecedentType()
ant1.addClause(ClauseType(food, rancid))
ant1.addClause(ClauseType(service, poor, "very"))
con1 = ConsequentType()
con1.addThenClause(variable=tip, term=cheap)
rule1.setAntecedent(ant1)
rule1.setConsequent(con1)
rb.addRule(rule1)

# RULE2
rule2 = FuzzyRuleType("rule2",
                      connector="or",
                      connectorMethod="MAX",
                      weight=1.)
ant2 = AntecedentType()
ant2.addClause(ClauseType(service, good))
con2 = ConsequentType()
con2.addThenClause(variable=tip, term=average)
rule2.setAntecedent(ant2)
rule2.setConsequent(con2)
rb.addRule(rule2)

# RULE3

예제 #6

파일: CreateTipperMamdaniExampleXML3.py 프로젝트: mrektor/py4jfml

# RULE BASE
rb = MamdaniRuleBaseType("rulebase1")

# RULE1
rule1 = FuzzyRuleType("rule1",
                      connector="or",
                      connectorMethod="MAX",
                      weight=1.)
ant1 = AntecedentType()
ant1.addClause(ClauseType(food, rancid))
ant1.addClause(ClauseType(service, poor, "very"))
con1 = ConsequentType()
con1.addThenClause(variable=tip, term=cheap)
rule1.setAntecedent(ant1)
rule1.setConsequent(con1)
rb.addRule(rule1)

# RULE2
rule2 = FuzzyRuleType("rule2",
                      connector="or",
                      connectorMethod="MAX",
                      weight=1.)
ant2 = AntecedentType()
ant2.addClause(ClauseType(service, good))
con2 = ConsequentType()
con2.addThenClause(variable=tip, term=average)
rule2.setAntecedent(ant2)
rule2.setConsequent(con2)
rb.addRule(rule2)

# RULE3

예제 #7

#RULE BASE
rb = MamdaniRuleBaseType("rulebase-iris")

#RULE 1
r1 = FuzzyRuleType(name="rule1",
                   connector="and",
                   connectorMethod="MIN",
                   weight=1.0)

ant1 = AntecedentType()
ant1.addClause(c=ClauseType(pw, pw_lowLIN))
con1 = ConsequentType()
con1.addThenClause(c=ClauseType(variable=irisClass, term=irisClass_setosa))
r1.setAntecedent(value=ant1)
r1.setConsequent(value=con1)
rb.addRule(r1)

#RULE 2
r2 = FuzzyRuleType("rule2", connector="and", connectorMethod="MIN", weight=1.0)
ant2 = AntecedentType()
ant2.addClause(c=ClauseType(pw, pw_lowGAU))
con2 = ConsequentType()
con2.addThenClause(c=ClauseType(irisClass, irisClass_setosa))
r2.setAntecedent(value=ant2)
r2.setConsequent(value=con2)
rb.addRule(r2)

#RULE 3
r3 = FuzzyRuleType(name="rule3",
                   connector="and",
                   connectorMethod="MIN",