private static void LoadRules(string fileName)
{
Rules = new MISORuleSet(RatingType);
var ruleset = JArray.Parse(File.ReadAllText(fileName));
foreach (var rule in ruleset)
{
var premise = rule["premise"];
var conclusion = (string)rule["conclusion"];
Rules.AddRule(BuildStatement(premise), RatingType[conclusion]);
}
}
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()));
}
