Towards Creative Design Using Collaborative Interactive Genetic Algorithms

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{Quiroz:2009:cec,
  author =       "Juan C. Quiroz and Sushil J. Louis and 
                 Amit Banerjee and Sergiu M. Dascalu",
  title =        "Towards Creative Design Using Collaborative
                 Interactive Genetic Algorithms",
  booktitle =    "2009 IEEE Congress on Evolutionary Computation",
  year =         "2009",
  editor =       "Andy Tyrrell",
  pages =        "1849--1856",
  address =      "Trondheim, Norway",
  month =        "18-21 " # may,
  organization = "IEEE Computational Intelligence Society",
  publisher =    "IEEE Press",
  isbn13 =       "978-1-4244-2959-2",
  file =         "P707.pdf",
  DOI =          "doi:10.1109/CEC.2009.4983166",
  abstract =     "We present a computational model of creative design
                 based on collaborative interactive genetic algorithms.
                 We test our model on floor planning. We guide the
                 evolution of floor plans based on subjective and
                 objective criteria. The subjective criteria consists of
                 designers picking the floorplan they like the best from
                 a population of floor plans, and the objective criteria
                 consists of coded architectural guidelines. We support
                 collaboration by allowing individual designers to view
                 each others' designs during the evolutionary process
                 and the sharing of designs via case injection. This
                 methodology supports team design, and reflects the view
                 of creativity that collaboration accounts for much of
                 our intelligence and creativity. We present a
                 description of the model and a comparative study of
                 floor plans created individually versus
                 collaboratively. Our results show that floor plans
                 created collaboratively were considered to be more
                 {"}revolutionary{"} and {"}original{"} than those
                 created individually.",
  keywords =     "genetic algorithms, genetic programming",
  notes =        "CEC 2009 - A joint meeting of the IEEE, the EPS and
                 the IET. IEEE Catalog Number: CFP09ICE-CDR",
}

Genetic Programming entries for Juan C Quiroz Sushil J Louis Amit Banerjee Sergiu M Dascalu

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