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NEW TYPES OF IEC APPLICATIONS AND LATEST RESEARCH ON REDUCING USER FATIGUE

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Abstract We introduce our recent topics of interactive evolutionary computation (IEC) research. First, we introduce new types of IEC research unlike normal IEC-based system optimization: (a) estimation of IEC ...user's psychological scale or mental situation by analyzing the outputs of the system optimized by the user, (b) Extended IEC that optimizes a target system using IEC user's physiological data, and (c) IEC combined with evolutionary multi-objective optimization. Secondly, we describe how to realize an IEC simulator for repeated experiments under the same experimental conditions. Thirdly, we introduce research on reducing IEC user fatigue using a model of IEC user's evaluation characteristics.show more
Table of Contents 1.INTRODUCTION
2.NEW TYPES OF IEC APPLICATIONS
3.PSEUDO IEC USER FOR IEC SIMULATION
4.RESEARCH ON REDUCING IEC USER FATIGUE
5.CONCLUSION

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Peer-Reviewed
Created Date 2017.06.08
Modified Date 2021.10.06

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