static void Main(string[] args)
{
var points = new LinguisticType("Рейтинговые баллы");
points.CreateTerm("Мало", 20, 5, TermType.Left);
points.CreateTerm("Средне", 40, 20);
points.CreateTerm("Много", 70, 10, TermType.Right);
var skips = new LinguisticType("Пропуски");
skips.CreateTerm("Мало", 0, 10, TermType.Left);
skips.CreateTerm("Средне", 5, 5);
skips.CreateTerm("Много", 10, 10, TermType.Right);
var studentPoints = points.CreateVariable("Баллы студента");
studentPoints.Value = points.GetValue(10.0);
var studentSkips = skips.CreateVariable("Пропуски студента");
studentSkips.Value = skips.GetValue(20.0);
var statement1 = new OrStatement(
new AtomicStatement(studentPoints, points["Мало"]),
new AtomicStatement(studentSkips, skips["Много"]));
var call = new LinguisticType("Необходимость звонка", 0, 10);
call.CreateTerm("Срочно звонить", 0, 4, TermType.Left);
call.CreateTerm("Поговорить на собрании", 5, 4);
call.CreateTerm("Не звонить", 10, 4, TermType.Right);
var statement2 = new AndStatement(
new AtomicStatement(studentPoints, points["Много"]),
new AtomicStatement(studentSkips, skips["Мало"]));
var ruleset = new MISORuleSet(call);
ruleset.AddRule(statement1, call["Срочно звонить"]);
ruleset.AddRule(statement2, call["Не звонить"]);
Console.WriteLine(studentPoints);
Console.WriteLine(studentSkips);
Console.WriteLine(ruleset);
Console.WriteLine(call.GetValue(ruleset.GetResult().Defuzzify()));
}
private static LinguisticType LoadLinguisticType(string fileName)
{
var typeParameters = JObject.Parse(File.ReadAllText(fileName));
var name = (string)typeParameters["name"];
var minValue = typeParameters.ContainsKey("min") ?
(double)typeParameters["min"] : 0;
var maxValue = typeParameters.ContainsKey("max") ?
(double)typeParameters["max"] : int.MaxValue;
var terms = (JArray)typeParameters["terms"];
var type = new LinguisticType(name, minValue, maxValue);
for (int i = 0; i < terms.Count; i++)
{
var term = terms[i];
var termName = (string)term["name"];
var termCenter = (double)term["center"];
var termWidth = (double)term["width"];
if (i == 0)
{
type.CreateTerm(termName, termCenter, termWidth, TermType.Left);
}
else if (i == terms.Count - 1)
{
type.CreateTerm(termName, termCenter, termWidth, TermType.Right);
}
else
{
type.CreateTerm(termName, termCenter, termWidth);
}
}
return(type);
}
