A model of creative design using collaborative interactive genetic algorithms

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

doi:10.1007/978-1-4020-8728-8_21

A model of creative design using collaborative interactive genetic algorithms

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

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

28 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 language	English
Title of host publication	Design Computing and Cognition '08
Subtitle of host publication	Proceedings of the 3rd International Conference on Design Computing and Cognition
Editors	John S. Gero, Ashok K. Goel
Publisher	Springer, Springer Nature
Pages	397-416
Number of pages	20
ISBN (Electronic)	9781402087288
ISBN (Print)	9781402087271
DOIs	https://doi.org/10.1007/978-1-4020-8728-8_21
Publication status	Published - 1 Dec 2008
Externally published	Yes
Event	3rd International Conference on Design Computing and Cognition, DCC'08 - Atlanta, GA, United States Duration: 23 Jun 2008 → 25 Jun 2008

Conference

Conference	3rd International Conference on Design Computing and Cognition, DCC'08
Country/Territory	United States
City	Atlanta, GA
Period	23/06/08 → 25/06/08

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10.1007/978-1-4020-8728-8_21

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

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title = "A model of creative design using collaborative interactive genetic algorithms",

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.",

author = "Amit Banerjee and Quiroz, {Juan C.} and Louis, {Sushil J.}",

year = "2008",

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booktitle = "Design Computing and Cognition '08",

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Banerjee, A, Quiroz, JC & Louis, SJ 2008, A model of creative design using collaborative interactive genetic algorithms. in JS Gero & AK Goel (eds), Design Computing and Cognition '08: Proceedings of the 3rd International Conference on Design Computing and Cognition. Springer, Springer Nature, pp. 397-416, 3rd International Conference on Design Computing and Cognition, DCC'08, Atlanta, GA, United States, 23/06/08. https://doi.org/10.1007/978-1-4020-8728-8_21

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. ed. / John S. Gero; Ashok K. Goel. Springer, Springer Nature, 2008. p. 397-416.

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

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AB - 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.

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A model of creative design using collaborative interactive genetic algorithms

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