Some approaches to the modeling of conflicting knowledge

We discuss the contradictory mathematical models, in which contradictions are a reflection of the real contradictions of the simulated object. An example of such models may be inconsistent system of constraints in optimization problems. Offers correct approaches to resolution of contradictions based on methods of pattern recognition and discriminant analysis.