Towards Creative Design Using Collaborative Interactive Genetic Algorithms

Created by W.Langdon from gp-bibliography.bib Revision:1.8129

@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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