User Fatigue in Interactive Evolutionary Computation

Abstract:

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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.

Info:

Periodical:

Edited by:

Zhixiang Hou

Pages:

1333-1336

DOI:

10.4028/www.scientific.net/AMM.48-49.1333

Citation:

J. R. Yan and Y. Min, "User Fatigue in Interactive Evolutionary Computation", Applied Mechanics and Materials, Vols. 48-49, pp. 1333-1336, 2011

Online since:

February 2011

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Price:

$35.00

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