summaryrefslogtreecommitdiff
path: root/examples/mamdani/SimpleDimmerInverse.java
diff options
context:
space:
mode:
Diffstat (limited to 'examples/mamdani/SimpleDimmerInverse.java')
-rw-r--r--examples/mamdani/SimpleDimmerInverse.java71
1 files changed, 71 insertions, 0 deletions
diff --git a/examples/mamdani/SimpleDimmerInverse.java b/examples/mamdani/SimpleDimmerInverse.java
new file mode 100644
index 0000000..0bdde89
--- /dev/null
+++ b/examples/mamdani/SimpleDimmerInverse.java
@@ -0,0 +1,71 @@
+import com.fuzzylite.*;
+import com.fuzzylite.defuzzifier.*;
+import com.fuzzylite.factory.*;
+import com.fuzzylite.hedge.*;
+import com.fuzzylite.imex.*;
+import com.fuzzylite.norm.*;
+import com.fuzzylite.norm.s.*;
+import com.fuzzylite.norm.t.*;
+import com.fuzzylite.rule.*;
+import com.fuzzylite.term.*;
+import com.fuzzylite.variable.*;
+
+public class SimpleDimmerInverse{
+public static void main(String[] args){
+Engine engine = new Engine();
+engine.setName("simple-dimmer");
+
+InputVariable inputVariable = new InputVariable();
+inputVariable.setEnabled(true);
+inputVariable.setName("Ambient");
+inputVariable.setRange(0.000, 1.000);
+inputVariable.addTerm(new Triangle("DARK", 0.000, 0.250, 0.500));
+inputVariable.addTerm(new Triangle("MEDIUM", 0.250, 0.500, 0.750));
+inputVariable.addTerm(new Triangle("BRIGHT", 0.500, 0.750, 1.000));
+engine.addInputVariable(inputVariable);
+
+OutputVariable outputVariable1 = new OutputVariable();
+outputVariable1.setEnabled(true);
+outputVariable1.setName("Power");
+outputVariable1.setRange(0.000, 1.000);
+outputVariable1.fuzzyOutput().setAccumulation(new Maximum());
+outputVariable1.setDefuzzifier(new Centroid(200));
+outputVariable1.setDefaultValue(Double.NaN);
+outputVariable1.setLockPreviousOutputValue(false);
+outputVariable1.setLockOutputValueInRange(false);
+outputVariable1.addTerm(new Triangle("LOW", 0.000, 0.250, 0.500));
+outputVariable1.addTerm(new Triangle("MEDIUM", 0.250, 0.500, 0.750));
+outputVariable1.addTerm(new Triangle("HIGH", 0.500, 0.750, 1.000));
+engine.addOutputVariable(outputVariable1);
+
+OutputVariable outputVariable2 = new OutputVariable();
+outputVariable2.setEnabled(true);
+outputVariable2.setName("InversePower");
+outputVariable2.setRange(0.000, 1.000);
+outputVariable2.fuzzyOutput().setAccumulation(new Maximum());
+outputVariable2.setDefuzzifier(new Centroid(500));
+outputVariable2.setDefaultValue(Double.NaN);
+outputVariable2.setLockPreviousOutputValue(false);
+outputVariable2.setLockOutputValueInRange(false);
+outputVariable2.addTerm(new Cosine("LOW", 0.200, 0.500));
+outputVariable2.addTerm(new Cosine("MEDIUM", 0.500, 0.500));
+outputVariable2.addTerm(new Cosine("HIGH", 0.800, 0.500));
+engine.addOutputVariable(outputVariable2);
+
+RuleBlock ruleBlock = new RuleBlock();
+ruleBlock.setEnabled(true);
+ruleBlock.setName("");
+ruleBlock.setConjunction(null);
+ruleBlock.setDisjunction(null);
+ruleBlock.setActivation(new Minimum());
+ruleBlock.addRule(Rule.parse("if Ambient is DARK then Power is HIGH", engine));
+ruleBlock.addRule(Rule.parse("if Ambient is MEDIUM then Power is MEDIUM", engine));
+ruleBlock.addRule(Rule.parse("if Ambient is BRIGHT then Power is LOW", engine));
+ruleBlock.addRule(Rule.parse("if Power is LOW then InversePower is HIGH", engine));
+ruleBlock.addRule(Rule.parse("if Power is MEDIUM then InversePower is MEDIUM", engine));
+ruleBlock.addRule(Rule.parse("if Power is HIGH then InversePower is LOW", engine));
+engine.addRuleBlock(ruleBlock);
+
+
+}
+}