Interactive evolutionary computation: fusion of the capabilities of EC optimization and human evaluation

Author

Takagi, Hideyuki

Author_Institution

Dept. of Art & Inf. Design, Kyushu Inst. of Design, Fukuoka, Japan

Volume

89

Issue

9

fYear

2001

fDate

9/1/2001 12:00:00 AM

Firstpage

1275

Lastpage

1296

Abstract

We survey the research on interactive evolutionary computation (IEC). The IEC is an EC that optimizes systems based on subjective human evaluation. The definition and features of the IEC are first described and then followed by an overview of the IEC research. The overview primarily consists of application research and interface research. In this survey the IEC application fields include graphic arts and animation, 3D computer graphics lighting, music, editorial design, industrial design, facial image generation, speed processing and synthesis, hearing aid fitting, virtual reality, media database retrieval, data mining, image processing, control and robotics, food industry, geophysics, education, entertainment, social system, and so on. The interface research to reduce human fatigue is also included. Finally, we discuss the IEC from the point of the future research direction of computational intelligence. This paper features a survey of about 250 IEC research papers

Keywords

computer graphics; data mining; evolutionary computation; human factors; interactive systems; robots; user interfaces; animation; computational intelligence; computer graphics; data mining; graphic arts; human factors; interactive evolutionary computation; robotics; user interface; Application software; Art; Computer graphics; Computer industry; Electrical equipment industry; Evolutionary computation; Facial animation; Food industry; Humans; IEC;

fLanguage

English

Journal_Title

Proceedings of the IEEE

Publisher

ieee

ISSN

0018-9219

Type

jour

DOI

10.1109/5.949485

Filename

949485