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author | Johannes 'josch' Schauer <josch@mister-muffin.de> | 2020-10-23 08:27:38 +0200 |
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committer | Johannes 'josch' Schauer <josch@mister-muffin.de> | 2020-10-23 08:27:38 +0200 |
commit | 3b91637afd9716881bec3a34c3ace369c82ef61c (patch) | |
tree | 2445bd2a7aadd1fd90bc76e5ab7491a8403d6f75 /examples/mamdani/SimpleDimmerInverse.R | |
parent | 2b00fcb77bb6e7b769ee34a114679838e00156d1 (diff) |
New upstream version 6.0+dfsg
Diffstat (limited to 'examples/mamdani/SimpleDimmerInverse.R')
-rw-r--r-- | examples/mamdani/SimpleDimmerInverse.R | 85 |
1 files changed, 85 insertions, 0 deletions
diff --git a/examples/mamdani/SimpleDimmerInverse.R b/examples/mamdani/SimpleDimmerInverse.R new file mode 100644 index 0000000..358916d --- /dev/null +++ b/examples/mamdani/SimpleDimmerInverse.R @@ -0,0 +1,85 @@ +#Code automatically generated with fuzzylite 6.0. + +library(ggplot2); + +engine.name = "SimpleDimmerInverse" +engine.fll = "Engine: SimpleDimmerInverse +InputVariable: Ambient + enabled: true + range: 0.000 1.000 + lock-range: false + term: DARK Triangle 0.000 0.250 0.500 + term: MEDIUM Triangle 0.250 0.500 0.750 + term: BRIGHT Triangle 0.500 0.750 1.000 +OutputVariable: Power + enabled: true + range: 0.000 1.000 + lock-range: false + aggregation: Maximum + defuzzifier: Centroid 200 + default: nan + lock-previous: false + term: LOW Triangle 0.000 0.250 0.500 + term: MEDIUM Triangle 0.250 0.500 0.750 + term: HIGH Triangle 0.500 0.750 1.000 +OutputVariable: InversePower + enabled: true + range: 0.000 1.000 + lock-range: false + aggregation: Maximum + defuzzifier: Centroid 500 + default: nan + lock-previous: false + term: LOW Cosine 0.200 0.500 + term: MEDIUM Cosine 0.500 0.500 + term: HIGH Cosine 0.800 0.500 +RuleBlock: + enabled: true + conjunction: none + disjunction: none + implication: Minimum + activation: General + rule: if Ambient is DARK then Power is HIGH + rule: if Ambient is MEDIUM then Power is MEDIUM + rule: if Ambient is BRIGHT then Power is LOW + rule: if Power is LOW then InversePower is HIGH + rule: if Power is MEDIUM then InversePower is MEDIUM + rule: if Power is HIGH then InversePower is LOW" + +engine.fldFile = "SimpleDimmerInverse.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(Ambient, Power)) + + geom_line(aes(color=Power), size=3, lineend="round", linejoin="mitre") + + scale_color_gradient(low="yellow", high="red") + + ggtitle("Ambient vs Power") + +engine.plot.o1_i1 = ggplot(engine.df, aes(Ambient, Power)) + + geom_line(aes(color=Power), size=3, lineend="round", linejoin="mitre") + + scale_color_gradient(low="yellow", high="red") + + coord_flip() + + ggtitle("Power vs Ambient") + +engine.plot.i1_o2 = ggplot(engine.df, aes(Ambient, InversePower)) + + geom_line(aes(color=InversePower), size=3, lineend="round", linejoin="mitre") + + scale_color_gradient(low="yellow", high="red") + + ggtitle("Ambient vs InversePower") + +engine.plot.o2_i1 = ggplot(engine.df, aes(Ambient, InversePower)) + + geom_line(aes(color=InversePower), size=3, lineend="round", linejoin="mitre") + + scale_color_gradient(low="yellow", high="red") + + coord_flip() + + ggtitle("InversePower vs Ambient") + +if (require(gridExtra)) { + engine.plots = arrangeGrob(engine.plot.i1_o1, engine.plot.o1_i1, engine.plot.i1_o2, engine.plot.o2_i1, ncol=2, top=engine.name) + ggsave(paste0(engine.name, ".pdf"), engine.plots) + if (require(grid)) { + grid.newpage() + grid.draw(engine.plots) + } +} |