1 files changed, 109 insertions, 0 deletions
diff --git a/examples/hybrid/tipper.R b/examples/hybrid/tipper.R
new file mode 100644
index 0000000..ba11351
--- /dev/null
+++ b/examples/hybrid/tipper.R
@@ -0,0 +1,109 @@
+#Code automatically generated with fuzzylite 6.0.
+
+library(ggplot2);
+
+engine.name = "tipper"
+engine.description = "(service and food) -> (tip)"
+engine.fll = "Engine: tipper
+description: (service and food) -> (tip)
+InputVariable: service
+  description: quality of service
+  enabled: true
+  range: 0.000 10.000
+  lock-range: true
+  term: poor Trapezoid 0.000 0.000 2.500 5.000
+  term: good Triangle 2.500 5.000 7.500
+  term: excellent Trapezoid 5.000 7.500 10.000 10.000
+InputVariable: food
+  description: quality of food
+  enabled: true
+  range: 0.000 10.000
+  lock-range: true
+  term: rancid Trapezoid 0.000 0.000 2.500 7.500
+  term: delicious Trapezoid 2.500 7.500 10.000 10.000
+OutputVariable: mTip
+  description: tip based on Mamdani inference
+  enabled: true
+  range: 0.000 30.000
+  lock-range: false
+  aggregation: Maximum
+  defuzzifier: Centroid 100
+  default: nan
+  lock-previous: false
+  term: cheap Triangle 0.000 5.000 10.000
+  term: average Triangle 10.000 15.000 20.000
+  term: generous Triangle 20.000 25.000 30.000
+OutputVariable: tsTip
+  description: tip based on Takagi-Sugeno inference
+  enabled: true
+  range: 0.000 30.000
+  lock-range: false
+  aggregation: none
+  defuzzifier: WeightedAverage TakagiSugeno
+  default: nan
+  lock-previous: false
+  term: cheap Constant 5.000
+  term: average Constant 15.000
+  term: generous Constant 25.000
+RuleBlock: mamdani
+  description: Mamdani inference
+  enabled: true
+  conjunction: AlgebraicProduct
+  disjunction: AlgebraicSum
+  implication: Minimum
+  activation: General
+  rule: if service is poor or food is rancid then mTip is cheap
+  rule: if service is good then mTip is average
+  rule: if service is excellent or food is delicious then mTip is generous with 0.5
+  rule: if service is excellent and food is delicious then mTip is generous with 1.0
+RuleBlock: takagiSugeno
+  description: Takagi-Sugeno inference
+  enabled: true
+  conjunction: AlgebraicProduct
+  disjunction: AlgebraicSum
+  implication: none
+  activation: General
+  rule: if service is poor or food is rancid then tsTip is cheap
+  rule: if service is good then tsTip is average
+  rule: if service is excellent or food is delicious then tsTip is generous with 0.5
+  rule: if service is excellent and food is delicious then tsTip is generous with 1.0"
+
+engine.fldFile = "tipper.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(service, food)) + 
+    geom_tile(aes(fill=mTip)) + 
+    scale_fill_gradient(low="yellow", high="red") + 
+    stat_contour(aes(x=service, y=food, z=mTip), color="black") + 
+    ggtitle("(service, food) = mTip")
+
+engine.plot.i2i1_o1 = ggplot(engine.df, aes(food, service)) + 
+    geom_tile(aes(fill=mTip)) + 
+    scale_fill_gradient(low="yellow", high="red") + 
+    stat_contour(aes(x=food, y=service, z=mTip), color="black") + 
+    ggtitle("(food, service) = mTip")
+
+engine.plot.i1i2_o2 = ggplot(engine.df, aes(service, food)) + 
+    geom_tile(aes(fill=tsTip)) + 
+    scale_fill_gradient(low="yellow", high="red") + 
+    stat_contour(aes(x=service, y=food, z=tsTip), color="black") + 
+    ggtitle("(service, food) = tsTip")
+
+engine.plot.i2i1_o2 = ggplot(engine.df, aes(food, service)) + 
+    geom_tile(aes(fill=tsTip)) + 
+    scale_fill_gradient(low="yellow", high="red") + 
+    stat_contour(aes(x=food, y=service, z=tsTip), color="black") + 
+    ggtitle("(food, service) = tsTip")
+
+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)
+    }
+}