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

19 Citations (Scopus)

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
Pages397-416
Number of pages20
StatePublished - Dec 1 2008
Event3rd International Conference on Design Computing and Cognition, DCC'08 - Atlanta, GA, United States
Duration: Jun 23 2008Jun 25 2008

Publication series

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

Other

Other3rd International Conference on Design Computing and Cognition, DCC'08
CountryUnited States
CityAtlanta, GA
Period6/23/086/25/08

Fingerprint

Genetic algorithms
Visualization
Color

All Science Journal Classification (ASJC) codes

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

Cite this

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).
Banerjee, Amit ; Quiroz, Juan C. ; Louis, Sushil J. / A model of creative design using collaborative interactive genetic algorithms. Design Computing and Cognition '08 - Proceedings of the 3rd International Conference on Design Computing and Cognition. 2008. pp. 397-416 (Design Computing and Cognition '08 - Proceedings of the 3rd International Conference on Design Computing and Cognition).
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Banerjee, A, Quiroz, JC & Louis, SJ 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. Design Computing and Cognition '08 - Proceedings of the 3rd International Conference on Design Computing and Cognition, pp. 397-416, 3rd International Conference on Design Computing and Cognition, DCC'08, Atlanta, GA, United States, 6/23/08.

A model of creative design using collaborative interactive genetic algorithms. / Banerjee, Amit; Quiroz, Juan C.; Louis, Sushil J.

Design Computing and Cognition '08 - Proceedings of the 3rd International Conference on Design Computing and Cognition. 2008. p. 397-416 (Design Computing and Cognition '08 - Proceedings of the 3rd International Conference on Design Computing and Cognition).

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

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Banerjee A, Quiroz JC, Louis SJ. 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. 2008. p. 397-416. (Design Computing and Cognition '08 - Proceedings of the 3rd International Conference on Design Computing and Cognition).