// Segun la investigación de Ricardo las reglas definidas son siempre las mismas para la distinta cantidad de personas.
// Por eso este método es común a las 4 inicializaciones (2, 4, 6 y 8 personas).
private void SetInferenceSystemAndRules(int is_index, Database fuzzyDB, CentroidDefuzzifier centroide)
{
IS[is_index] = new InferenceSystem(fuzzyDB, centroide);
// SC Chico
IS[is_index].NewRule("Rule 1", IF_IS("SC", "Chico") + AND_IS("VA", "Pequenio") + AND_IS("PP", "MuyBaja") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 2", IF_IS("SC", "Chico") + AND_IS("VA", "Pequenio") + AND_IS("PP", "Baja") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 3", IF_IS("SC", "Chico") + AND_IS("VA", "Pequenio") + AND_IS("PP", "Media") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 4", IF_IS("SC", "Chico") + AND_IS("VA", "Pequenio") + AND_IS("PP", "Alta") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 5", IF_IS("SC", "Chico") + AND_IS("VA", "Pequenio") + AND_IS("PP", "MuyAlta") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 6", IF_IS("SC", "Chico") + AND_IS("VA", "Intermedio") + AND_IS("PP", "MuyBaja") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 7", IF_IS("SC", "Chico") + AND_IS("VA", "Intermedio") + AND_IS("PP", "Baja") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 8", IF_IS("SC", "Chico") + AND_IS("VA", "Intermedio") + AND_IS("PP", "Media") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 9", IF_IS("SC", "Chico") + AND_IS("VA", "Intermedio") + AND_IS("PP", "Alta") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 10", IF_IS("SC", "Chico") + AND_IS("VA", "Intermedio") + AND_IS("PP", "MuyAlta") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 11", IF_IS("SC", "Chico") + AND_IS("VA", "Considerable") + AND_IS("PP", "MuyBaja") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 12", IF_IS("SC", "Chico") + AND_IS("VA", "Considerable") + AND_IS("PP", "Baja") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 13", IF_IS("SC", "Chico") + AND_IS("VA", "Considerable") + AND_IS("PP", "Media") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 14", IF_IS("SC", "Chico") + AND_IS("VA", "Considerable") + AND_IS("PP", "Alta") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 15", IF_IS("SC", "Chico") + AND_IS("VA", "Considerable") + AND_IS("PP", "MuyAlta") + THEN_IS("C", "Promedio"));
// SC Mediano
IS[is_index].NewRule("Rule 16", IF_IS("SC", "Mediano") + AND_IS("VA", "Pequenio") + AND_IS("PP", "MuyBaja") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 17", IF_IS("SC", "Mediano") + AND_IS("VA", "Pequenio") + AND_IS("PP", "Baja") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 18", IF_IS("SC", "Mediano") + AND_IS("VA", "Pequenio") + AND_IS("PP", "Media") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 19", IF_IS("SC", "Mediano") + AND_IS("VA", "Pequenio") + AND_IS("PP", "Alta") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 20", IF_IS("SC", "Mediano") + AND_IS("VA", "Pequenio") + AND_IS("PP", "MuyAlta") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 21", IF_IS("SC", "Mediano") + AND_IS("VA", "Intermedio") + AND_IS("PP", "MuyBaja") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 22", IF_IS("SC", "Mediano") + AND_IS("VA", "Intermedio") + AND_IS("PP", "Baja") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 23", IF_IS("SC", "Mediano") + AND_IS("VA", "Intermedio") + AND_IS("PP", "Media") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 24", IF_IS("SC", "Mediano") + AND_IS("VA", "Intermedio") + AND_IS("PP", "Alta") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 25", IF_IS("SC", "Mediano") + AND_IS("VA", "Intermedio") + AND_IS("PP", "MuyAlta") + THEN_IS("C", "Alto"));
IS[is_index].NewRule("Rule 26", IF_IS("SC", "Mediano") + AND_IS("VA", "Considerable") + AND_IS("PP", "MuyBaja") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 27", IF_IS("SC", "Mediano") + AND_IS("VA", "Considerable") + AND_IS("PP", "Baja") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 28", IF_IS("SC", "Mediano") + AND_IS("VA", "Considerable") + AND_IS("PP", "Media") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 29", IF_IS("SC", "Mediano") + AND_IS("VA", "Considerable") + AND_IS("PP", "Alta") + THEN_IS("C", "Alto"));
IS[is_index].NewRule("Rule 30", IF_IS("SC", "Mediano") + AND_IS("VA", "Considerable") + AND_IS("PP", "MuyAlta") + THEN_IS("C", "Alto"));
// SC Grande
IS[is_index].NewRule("Rule 31", IF_IS("SC", "Grande") + AND_IS("VA", "Pequenio") + AND_IS("PP", "MuyBaja") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 32", IF_IS("SC", "Grande") + AND_IS("VA", "Pequenio") + AND_IS("PP", "Baja") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 33", IF_IS("SC", "Grande") + AND_IS("VA", "Pequenio") + AND_IS("PP", "Media") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 34", IF_IS("SC", "Grande") + AND_IS("VA", "Pequenio") + AND_IS("PP", "Alta") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 35", IF_IS("SC", "Grande") + AND_IS("VA", "Pequenio") + AND_IS("PP", "MuyAlta") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 36", IF_IS("SC", "Grande") + AND_IS("VA", "Intermedio") + AND_IS("PP", "MuyBaja") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 37", IF_IS("SC", "Grande") + AND_IS("VA", "Intermedio") + AND_IS("PP", "Baja") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 38", IF_IS("SC", "Grande") + AND_IS("VA", "Intermedio") + AND_IS("PP", "Media") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 39", IF_IS("SC", "Grande") + AND_IS("VA", "Intermedio") + AND_IS("PP", "Alta") + THEN_IS("C", "Alto"));
IS[is_index].NewRule("Rule 40", IF_IS("SC", "Grande") + AND_IS("VA", "Intermedio") + AND_IS("PP", "MuyAlta") + THEN_IS("C", "Alto"));
IS[is_index].NewRule("Rule 41", IF_IS("SC", "Grande") + AND_IS("VA", "Considerable") + AND_IS("PP", "MuyBaja") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 42", IF_IS("SC", "Grande") + AND_IS("VA", "Considerable") + AND_IS("PP", "Baja") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 43", IF_IS("SC", "Grande") + AND_IS("VA", "Considerable") + AND_IS("PP", "Media") + THEN_IS("C", "Alto"));
IS[is_index].NewRule("Rule 44", IF_IS("SC", "Grande") + AND_IS("VA", "Considerable") + AND_IS("PP", "Alta") + THEN_IS("C", "Alto"));
IS[is_index].NewRule("Rule 45", IF_IS("SC", "Grande") + AND_IS("VA", "Considerable") + AND_IS("PP", "MuyAlta") + THEN_IS("C", "Alto"));
// SC MuyGrande
IS[is_index].NewRule("Rule 46", IF_IS("SC", "MuyGrande") + AND_IS("VA", "Pequenio") + AND_IS("PP", "MuyBaja") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 47", IF_IS("SC", "MuyGrande") + AND_IS("VA", "Pequenio") + AND_IS("PP", "Baja") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 48", IF_IS("SC", "MuyGrande") + AND_IS("VA", "Pequenio") + AND_IS("PP", "Media") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 49", IF_IS("SC", "MuyGrande") + AND_IS("VA", "Pequenio") + AND_IS("PP", "Alta") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 50", IF_IS("SC", "MuyGrande") + AND_IS("VA", "Pequenio") + AND_IS("PP", "MuyAlta") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 51", IF_IS("SC", "MuyGrande") + AND_IS("VA", "Intermedio") + AND_IS("PP", "MuyBaja") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 52", IF_IS("SC", "MuyGrande") + AND_IS("VA", "Intermedio") + AND_IS("PP", "Baja") + THEN_IS("C", "Promedio"));
IS[is_index].NewRule("Rule 53", IF_IS("SC", "MuyGrande") + AND_IS("VA", "Intermedio") + AND_IS("PP", "Media") + THEN_IS("C", "Alto"));
IS[is_index].NewRule("Rule 54", IF_IS("SC", "MuyGrande") + AND_IS("VA", "Intermedio") + AND_IS("PP", "Alta") + THEN_IS("C", "Alto"));
IS[is_index].NewRule("Rule 55", IF_IS("SC", "MuyGrande") + AND_IS("VA", "Intermedio") + AND_IS("PP", "MuyAlta") + THEN_IS("C", "Alto"));
IS[is_index].NewRule("Rule 56", IF_IS("SC", "MuyGrande") + AND_IS("VA", "Considerable") + AND_IS("PP", "MuyBaja") + THEN_IS("C", "Bajo"));
IS[is_index].NewRule("Rule 57", IF_IS("SC", "MuyGrande") + AND_IS("VA", "Considerable") + AND_IS("PP", "Baja") + THEN_IS("C", "Alto"));
IS[is_index].NewRule("Rule 58", IF_IS("SC", "MuyGrande") + AND_IS("VA", "Considerable") + AND_IS("PP", "Media") + THEN_IS("C", "Alto"));
IS[is_index].NewRule("Rule 59", IF_IS("SC", "MuyGrande") + AND_IS("VA", "Considerable") + AND_IS("PP", "Alta") + THEN_IS("C", "Alto"));
IS[is_index].NewRule("Rule 60", IF_IS("SC", "MuyGrande") + AND_IS("VA", "Considerable") + AND_IS("PP", "MuyAlta") + THEN_IS("C", "Alto"));
}
private void InitFuzzyEngineFor8Person()
{
//Superficie Captacion SC
FuzzySet scChico = new FuzzySet("Chico", new TrapezoidalFunction(300, 400, TrapezoidalFunction.EdgeType.Right));
FuzzySet scMediano = new FuzzySet("Mediano", new TrapezoidalFunction(300, 500, 700));
FuzzySet scGrande = new FuzzySet("Grande", new TrapezoidalFunction(500, 700, 900));
FuzzySet scMuyGrande = new FuzzySet("MuyGrande", new TrapezoidalFunction(800, 1000, TrapezoidalFunction.EdgeType.Left));
LinguisticVariable lvSuperficieCaptacion = new LinguisticVariable("SC", 0, 1200);
lvSuperficieCaptacion.AddLabel(scChico);
lvSuperficieCaptacion.AddLabel(scMediano);
lvSuperficieCaptacion.AddLabel(scGrande);
lvSuperficieCaptacion.AddLabel(scMuyGrande);
//volumen del sistema de almacenamiento VA
FuzzySet vaPequenio = new FuzzySet("Pequenio", new TrapezoidalFunction(30, 40, TrapezoidalFunction.EdgeType.Right));
FuzzySet vaIntermedio = new FuzzySet("Intermedio", new TrapezoidalFunction(30, 50, 70));
FuzzySet vaConsiderable = new FuzzySet("Considerable", new TrapezoidalFunction(60, 70, TrapezoidalFunction.EdgeType.Left));
LinguisticVariable lvVolumenAlmacenamiento = new LinguisticVariable("VA", 0, 100);
lvVolumenAlmacenamiento.AddLabel(vaPequenio);
lvVolumenAlmacenamiento.AddLabel(vaIntermedio);
lvVolumenAlmacenamiento.AddLabel(vaConsiderable);
//precipitaciones pluviales PP
FuzzySet ppMuyBaja = new FuzzySet("MuyBaja", new TrapezoidalFunction(20, 40, TrapezoidalFunction.EdgeType.Right));
FuzzySet ppBaja = new FuzzySet("Baja", new TrapezoidalFunction(20, 40, 60));
FuzzySet ppMedia = new FuzzySet("Media", new TrapezoidalFunction(40, 70, 100));
FuzzySet ppAlta = new FuzzySet("Alta", new TrapezoidalFunction(80, 130, 180));
FuzzySet ppMuyAlta = new FuzzySet("MuyAlta", new TrapezoidalFunction(150, 180, TrapezoidalFunction.EdgeType.Left));
LinguisticVariable lvPrecipitacionesPluviales = new LinguisticVariable("PP", 0, 300);
lvPrecipitacionesPluviales.AddLabel(ppMuyBaja);
lvPrecipitacionesPluviales.AddLabel(ppBaja);
lvPrecipitacionesPluviales.AddLabel(ppMedia);
lvPrecipitacionesPluviales.AddLabel(ppAlta);
lvPrecipitacionesPluviales.AddLabel(ppMuyAlta);
//consumo C (OUTPUT)
FuzzySet cBajo = new FuzzySet("Bajo", new TrapezoidalFunction(4000, 4400, TrapezoidalFunction.EdgeType.Right));
FuzzySet cPromedio = new FuzzySet("Promedio", new TrapezoidalFunction(4000, 4400, 5000));
FuzzySet dAlto = new FuzzySet("Alto", new TrapezoidalFunction(4600, 5000, TrapezoidalFunction.EdgeType.Left));
LinguisticVariable lvConsumo = new LinguisticVariable("C", 0, 6000);
lvConsumo.AddLabel(cBajo);
lvConsumo.AddLabel(cPromedio);
lvConsumo.AddLabel(dAlto);
Database fuzzyDB = new Database();
fuzzyDB.AddVariable(lvSuperficieCaptacion);
fuzzyDB.AddVariable(lvVolumenAlmacenamiento);
fuzzyDB.AddVariable(lvPrecipitacionesPluviales);
fuzzyDB.AddVariable(lvConsumo);
CentroidDefuzzifier centroide = new CentroidDefuzzifier(1000);
SetInferenceSystemAndRules(GetInferenceSystemIndex(8), fuzzyDB, centroide);
}
