1 files changed, 91 insertions, 0 deletions
diff --git a/examples/mamdani/Laundry.R b/examples/mamdani/Laundry.R
new file mode 100644
index 0000000..ca7d73d
--- /dev/null
+++ b/examples/mamdani/Laundry.R
@@ -0,0 +1,91 @@
+#Code automatically generated with fuzzylite 6.0.
+
+library(ggplot2);
+
+engine.name = "Laundry"
+engine.fll = "Engine: Laundry
+InputVariable: Load
+  enabled: true
+  range: 0.000 6.000
+  lock-range: false
+  term: small Discrete 0.000 1.000 1.000 1.000 2.000 0.800 5.000 0.000
+  term: normal Discrete 3.000 0.000 4.000 1.000 6.000 0.000
+InputVariable: Dirt
+  enabled: true
+  range: 0.000 6.000
+  lock-range: false
+  term: low Discrete 0.000 1.000 2.000 0.800 5.000 0.000
+  term: high Discrete 1.000 0.000 2.000 0.200 4.000 0.800 6.000 1.000
+OutputVariable: Detergent
+  enabled: true
+  range: 0.000 80.000
+  lock-range: false
+  aggregation: Maximum
+  defuzzifier: MeanOfMaximum 500
+  default: nan
+  lock-previous: false
+  term: less_than_usual Discrete 10.000 0.000 40.000 1.000 50.000 0.000
+  term: usual Discrete 40.000 0.000 50.000 1.000 60.000 1.000 80.000 0.000
+  term: more_than_usual Discrete 50.000 0.000 80.000 1.000
+OutputVariable: Cycle
+  enabled: true
+  range: 0.000 20.000
+  lock-range: false
+  aggregation: Maximum
+  defuzzifier: MeanOfMaximum 500
+  default: nan
+  lock-previous: false
+  term: short Discrete 0.000 1.000 10.000 1.000 20.000 0.000
+  term: long Discrete 10.000 0.000 20.000 1.000
+RuleBlock: 
+  enabled: true
+  conjunction: Minimum
+  disjunction: Maximum
+  implication: Minimum
+  activation: General
+  rule: if Load is small and Dirt is not high then Detergent is less_than_usual
+  rule: if Load is small and Dirt is high then  Detergent is usual
+  rule: if Load is normal and Dirt is low then Detergent is less_than_usual
+  rule: if Load is normal and Dirt is high then Detergent is more_than_usual
+  rule: if Detergent is usual  or Detergent is less_than_usual  then Cycle is short
+  rule: if Detergent is more_than_usual  then Cycle is long"
+
+engine.fldFile = "Laundry.fld"
+if (require(data.table)) {
+    engine.df = data.table::fread(engine.fldFile, sep="auto", header="auto")
+} else {
+    engine.df = read.table(engine.fldFile, header=TRUE)
+}
+
+engine.plot.i1i2_o1 = ggplot(engine.df, aes(Load, Dirt)) + 
+    geom_tile(aes(fill=Detergent)) + 
+    scale_fill_gradient(low="yellow", high="red") + 
+    stat_contour(aes(x=Load, y=Dirt, z=Detergent), color="black") + 
+    ggtitle("(Load, Dirt) = Detergent")
+
+engine.plot.i2i1_o1 = ggplot(engine.df, aes(Dirt, Load)) + 
+    geom_tile(aes(fill=Detergent)) + 
+    scale_fill_gradient(low="yellow", high="red") + 
+    stat_contour(aes(x=Dirt, y=Load, z=Detergent), color="black") + 
+    ggtitle("(Dirt, Load) = Detergent")
+
+engine.plot.i1i2_o2 = ggplot(engine.df, aes(Load, Dirt)) + 
+    geom_tile(aes(fill=Cycle)) + 
+    scale_fill_gradient(low="yellow", high="red") + 
+    stat_contour(aes(x=Load, y=Dirt, z=Cycle), color="black") + 
+    ggtitle("(Load, Dirt) = Cycle")
+
+engine.plot.i2i1_o2 = ggplot(engine.df, aes(Dirt, Load)) + 
+    geom_tile(aes(fill=Cycle)) + 
+    scale_fill_gradient(low="yellow", high="red") + 
+    stat_contour(aes(x=Dirt, y=Load, z=Cycle), color="black") + 
+    ggtitle("(Dirt, Load) = Cycle")
+
+if (require(gridExtra)) {
+    engine.plots = arrangeGrob(engine.plot.i1i2_o1, engine.plot.i2i1_o1, engine.plot.i1i2_o2, engine.plot.i2i1_o2, ncol=2, top=engine.name)
+    ggsave(paste0(engine.name, ".pdf"), engine.plots)
+    if (require(grid)) {
+        grid.newpage()
+        grid.draw(engine.plots)
+    }
+}