[TestCase(0, 10, 20, true, false, 0, 10, 30, false, 15, .5)] // v1 IS f1 OR v2 NOT f2
public void RuleEvaluation_Double_Success(Double a1, Double b1, Double c1, Boolean IsOp1,
Boolean And,
Double a2, Double b2, Double c2, Boolean IsOp2,
Double v, Double expectedResult)
{
//Arrange
var conditions = new List <FuzzyRuleCondition>();
var variable1 = new LinguisticVariable("v1");
variable1.InputValue = v;
var operatr1 = new FuzzyRuleToken("is", IsOp1 ? FuzzyRuleTokenType.Is : FuzzyRuleTokenType.Not);
var function1 = new TriangleMembershipFunction("f1", a1, b1, c1);
var con1 = new FuzzyRuleCondition(variable1, operatr1, function1);
conditions.Add(con1);
var variable2 = new LinguisticVariable("v2");
variable2.InputValue = v;
var operatr2 = new FuzzyRuleToken("is", IsOp2 ? FuzzyRuleTokenType.Is : FuzzyRuleTokenType.Not);
var function2 = new TriangleMembershipFunction("f2", a2, b2, c2);
var con2 = new FuzzyRuleCondition(variable2, operatr2, function2);
conditions.Add(con2);
var conjToken = new FuzzyRuleToken("and", And ? FuzzyRuleTokenType.And : FuzzyRuleTokenType.Or);
var conj = new FuzzyRuleConditionConjunction()
{
FirstCondition = con1, SecondCondition = con2, Conjunction = conjToken
};
con2.Conjunction = conj;
//Act
var srv = new FuzzyRuleEvaluator();
var result = srv.Evaluate(conditions);
//Assert
Assert.That(result, Is.EqualTo(expectedResult));
}
[TestCase(0, 0, 10, 20, false, 5, 0)] // v NOT f
public void RuleEvaluation_Single_Success(Double a, Double b, Double c, Double d, Boolean IsOp, Double v, Double expectedResult)
{
//Arrange
var conditions = new List <FuzzyRuleCondition>();
var variable = new LinguisticVariable("v");
variable.InputValue = v;
var operatr = new FuzzyRuleToken("is", IsOp ? FuzzyRuleTokenType.Is : FuzzyRuleTokenType.Not);
var function = new TrapezoidMembershipFunction("f", a, b, c, d);
conditions.Add(new FuzzyRuleCondition(variable, operatr, function));
//Act
var srv = new FuzzyRuleEvaluator();
var result = srv.Evaluate(conditions);
//Assert
Assert.That(result, Is.EqualTo(expectedResult));
}
