User Fatigue in Interactive Evolutionary Computation
User fatigue is an important issue in interactive evolutionary computation (IEC). A user’s evaluation will guide the evolution in IEC and a tired user probably misleads the algorithm. Firstly, the impact of the user fatigue is given. Secondly, the cause of the user fatigue is discussed: he/she will have to keep rational, which means that the user will have to keep the consistency between his/her evaluation and preference. And the necessity for the user to keep rational is also analyzed, which will ensure IEC to converge to the user-most-satisfactory individuals. The study of user fatigue established necessary foundation for future research.
J. R. Yan and Y. Min, "User Fatigue in Interactive Evolutionary Computation", Applied Mechanics and Materials, Vols. 48-49, pp. 1333-1336, 2011