A model of creative design using collaborative interactive genetic algorithms

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

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

20 Scopus citations

Abstract

We propose a computational model for creative design based on collaborative interactive genetic algorithms, and present an implementation for evolving creative floorplans and widget layout/colors for individual UI panels. We map our model and its implementation to earlier models of creative design from literature. We also address critical research issues with respect to the model and its implementation - issues relating to creative design spaces, design space exploration, design representation, design evaluation (competition), design collaboration, and design visualization (for interactivity). Results comparing collaborative evolution of floorplans to non-collaborative evolution are also presented, and pre-tests using surveys indicate that floorplans developed via collaboration are more original than those produced by individual non-collaborative evolution.

Original languageEnglish (US)
Title of host publicationDesign Computing and Cognition '08 - Proceedings of the 3rd International Conference on Design Computing and Cognition
PublisherSpringer Science and Business Media, LLC
Pages397-416
Number of pages20
ISBN (Print)9781402087271
DOIs
StatePublished - 2008

Publication series

NameDesign Computing and Cognition '08 - Proceedings of the 3rd International Conference on Design Computing and Cognition

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Computational Theory and Mathematics
  • Computer Science Applications

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    Banerjee, A., Quiroz, J. C., & Louis, S. J. (2008). A model of creative design using collaborative interactive genetic algorithms. In Design Computing and Cognition '08 - Proceedings of the 3rd International Conference on Design Computing and Cognition (pp. 397-416). (Design Computing and Cognition '08 - Proceedings of the 3rd International Conference on Design Computing and Cognition). Springer Science and Business Media, LLC. https://doi.org/10.1007/978-1-4020-8728-8_21