Robustness Analysis of an Outranking Model Parameters’ Elicitation Method in the Presence of Noisy Examples

Algorithm 1

Strategy followed to analyze the robustness of the PDA method.

Begin

 Step 1. ← GenerateInstances()

 Step 2. ← GeneticAlgorithm()

 Step 3. ← NoiseModel()

 Step 4. ← GeneticAlgorithm()

 Step 5. ← GenerateInstances

 Step 6a.  ← EvaluatePerformance

 Step 6b. ← EvaluatePerformance

 Step 7. ← RobustnessEvaluation()

End