Abstract
We survey the research on interactive evolutionary
computation (IEC). The IEC is an EC that optimises
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
Links and resources
Tags
- algorithms,
- animation,
- arts,
- computation,
- computational
- computer
- data
- evolutionary
- factors,
- genetic
- graphic
- graphics,
- human
- intelligence,
- interactive
- interface
- interfaces,
- mining,
- programming,
- robotics,
- robots,
- systems,
- user
community