Interactive Evolutionary Computation: Fusion of the Capabilities of EC Optimization and Human Evaluation

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  author =       "Hideyuki Takagi",
  title =        "Interactive Evolutionary Computation: Fusion of the
                 Capabilities of EC Optimization and Human Evaluation",
  journal =      "Proceedings of the IEEE",
  year =         "2001",
  volume =       "89",
  number =       "9",
  pages =        "1275--1296",
  month =        sep,
  note =         "Invited Paper",
  keywords =     "genetic algorithms, genetic programming, 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
  ISSN =         "0018-9219",
  DOI =          "doi:10.1109/5.949485",
  size =         "22 pages",
  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",
  notes =        "CODEN: IEEPAD Inspec Accession Number: 7053972",

Genetic Programming entries for Hideyuki Takagi