TY - GEN
T1 - A model of creative design using collaborative interactive genetic algorithms
AU - Banerjee, Amit
AU - Quiroz, Juan C.
AU - Louis, Sushil J.
N1 - Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2008
Y1 - 2008
N2 - 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.
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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U2 - 10.1007/978-1-4020-8728-8_21
DO - 10.1007/978-1-4020-8728-8_21
M3 - Conference contribution
AN - SCOPUS:80052118496
SN - 9781402087271
T3 - Design Computing and Cognition '08 - Proceedings of the 3rd International Conference on Design Computing and Cognition
SP - 397
EP - 416
BT - Design Computing and Cognition '08 - Proceedings of the 3rd International Conference on Design Computing and Cognition
PB - Springer Science and Business Media, LLC
ER -