3-D modeling using collaborative evolution

Juan C. Quiroz, Amit Banerjee, Sushil J. Louis

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

We present an implementation of a framework for creative design based on collaborative interactive genetic algorithms. The hypothesis is that creative designs can be produced if the design search space can be continuously expanded not just by modifying the values of variables but also by adding new ones. The framework presented herein transforms well-formed 3D models by evolving vertex programs, and allows designers to collaborate with peers by injecting solutions from their peers into their own populations. 3D models were created individually and collaboratively, and an evaluation of the individually versus collaboratively evolved 3D models showed that the majority of the evaluation participants rated the collaboratively evolved models as more creative. Copyright is held by the author/owner(s).

Original languageEnglish (US)
Title of host publicationGECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation Companion
Pages653-654
Number of pages2
DOIs
StatePublished - Aug 20 2012
Event14th International Conference on Genetic and Evolutionary Computation, GECCO'12 - Philadelphia, PA, United States
Duration: Jul 7 2012Jul 11 2012

Other

Other14th International Conference on Genetic and Evolutionary Computation, GECCO'12
CountryUnited States
CityPhiladelphia, PA
Period7/7/127/11/12

All Science Journal Classification (ASJC) codes

  • Computational Theory and Mathematics

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    Quiroz, J. C., Banerjee, A., & Louis, S. J. (2012). 3-D modeling using collaborative evolution. In GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation Companion (pp. 653-654) https://doi.org/10.1145/2330784.2330905