diff options
Diffstat (limited to 'examples/tsukamoto/tsukamoto.R')
-rw-r--r-- | examples/tsukamoto/tsukamoto.R | 126 |
1 files changed, 126 insertions, 0 deletions
diff --git a/examples/tsukamoto/tsukamoto.R b/examples/tsukamoto/tsukamoto.R new file mode 100644 index 0000000..51fbdd4 --- /dev/null +++ b/examples/tsukamoto/tsukamoto.R @@ -0,0 +1,126 @@ +#Code automatically generated with fuzzylite 6.0. + +library(ggplot2); + +engine.name = "tsukamoto" +engine.fll = "Engine: tsukamoto +InputVariable: X + enabled: true + range: -10.000 10.000 + lock-range: false + term: small Bell -10.000 5.000 3.000 + term: medium Bell 0.000 5.000 3.000 + term: large Bell 10.000 5.000 3.000 +OutputVariable: Ramps + enabled: true + range: 0.000 1.000 + lock-range: false + aggregation: none + defuzzifier: WeightedAverage Automatic + default: nan + lock-previous: false + term: b Ramp 0.600 0.400 + term: a Ramp 0.000 0.250 + term: c Ramp 0.700 1.000 +OutputVariable: Sigmoids + enabled: true + range: 0.020 1.000 + lock-range: false + aggregation: none + defuzzifier: WeightedAverage Automatic + default: nan + lock-previous: false + term: b Sigmoid 0.500 -30.000 + term: a Sigmoid 0.130 30.000 + term: c Sigmoid 0.830 30.000 +OutputVariable: ZSShapes + enabled: true + range: 0.000 1.000 + lock-range: false + aggregation: none + defuzzifier: WeightedAverage Automatic + default: nan + lock-previous: false + term: b ZShape 0.300 0.600 + term: a SShape 0.000 0.250 + term: c SShape 0.700 1.000 +OutputVariable: Concaves + enabled: true + range: 0.000 1.000 + lock-range: false + aggregation: none + defuzzifier: WeightedAverage Automatic + default: nan + lock-previous: false + term: b Concave 0.500 0.400 + term: a Concave 0.240 0.250 + term: c Concave 0.900 1.000 +RuleBlock: + enabled: true + conjunction: none + disjunction: none + implication: none + activation: General + rule: if X is small then Ramps is a and Sigmoids is a and ZSShapes is a and Concaves is a + rule: if X is medium then Ramps is b and Sigmoids is b and ZSShapes is b and Concaves is b + rule: if X is large then Ramps is c and Sigmoids is c and ZSShapes is c and Concaves is c" + +engine.fldFile = "tsukamoto.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.i1_o1 = ggplot(engine.df, aes(X, Ramps)) + + geom_line(aes(color=Ramps), size=3, lineend="round", linejoin="mitre") + + scale_color_gradient(low="yellow", high="red") + + ggtitle("X vs Ramps") + +engine.plot.o1_i1 = ggplot(engine.df, aes(X, Ramps)) + + geom_line(aes(color=Ramps), size=3, lineend="round", linejoin="mitre") + + scale_color_gradient(low="yellow", high="red") + + coord_flip() + + ggtitle("Ramps vs X") + +engine.plot.i1_o2 = ggplot(engine.df, aes(X, Sigmoids)) + + geom_line(aes(color=Sigmoids), size=3, lineend="round", linejoin="mitre") + + scale_color_gradient(low="yellow", high="red") + + ggtitle("X vs Sigmoids") + +engine.plot.o2_i1 = ggplot(engine.df, aes(X, Sigmoids)) + + geom_line(aes(color=Sigmoids), size=3, lineend="round", linejoin="mitre") + + scale_color_gradient(low="yellow", high="red") + + coord_flip() + + ggtitle("Sigmoids vs X") + +engine.plot.i1_o3 = ggplot(engine.df, aes(X, ZSShapes)) + + geom_line(aes(color=ZSShapes), size=3, lineend="round", linejoin="mitre") + + scale_color_gradient(low="yellow", high="red") + + ggtitle("X vs ZSShapes") + +engine.plot.o3_i1 = ggplot(engine.df, aes(X, ZSShapes)) + + geom_line(aes(color=ZSShapes), size=3, lineend="round", linejoin="mitre") + + scale_color_gradient(low="yellow", high="red") + + coord_flip() + + ggtitle("ZSShapes vs X") + +engine.plot.i1_o4 = ggplot(engine.df, aes(X, Concaves)) + + geom_line(aes(color=Concaves), size=3, lineend="round", linejoin="mitre") + + scale_color_gradient(low="yellow", high="red") + + ggtitle("X vs Concaves") + +engine.plot.o4_i1 = ggplot(engine.df, aes(X, Concaves)) + + geom_line(aes(color=Concaves), size=3, lineend="round", linejoin="mitre") + + scale_color_gradient(low="yellow", high="red") + + coord_flip() + + ggtitle("Concaves vs X") + +if (require(gridExtra)) { + engine.plots = arrangeGrob(engine.plot.i1_o1, engine.plot.o1_i1, engine.plot.i1_o2, engine.plot.o2_i1, engine.plot.i1_o3, engine.plot.o3_i1, engine.plot.i1_o4, engine.plot.o4_i1, ncol=2, top=engine.name) + ggsave(paste0(engine.name, ".pdf"), engine.plots) + if (require(grid)) { + grid.newpage() + grid.draw(engine.plots) + } +} |