DocumentCode :
2693557
Title :
Enabling generative behavior within an interactive evolutionary design system using a component-based representation
Author :
Machwe, Azahar T. ; Parmee, Ian C.
Author_Institution :
Univ. of the West of England, Bristol
fYear :
2007
fDate :
25-28 Sept. 2007
Firstpage :
2964
Lastpage :
2971
Abstract :
The paper describes further research relating to an interactive evolutionary design system (IEDS) with emphasis upon extending it to support free-form design. A generative feedback loop is also introduced which, when using a component based representation, extracts user preferences regarding the various components at run-time. This information is fed back into the system to enhance the quality of the generated solutions. The background work leading to the free- form version of the IEDS for urban furniture design is introduced followed by a description of the component preferences extracted from user evaluated solutions. Finally, results of a multi-user comparative study between randomly generated solutions and solutions generated using preference data is presented.
Keywords :
CAD; evolutionary computation; interactive systems; component-based representation; free-form design; generative behavior; generative feedback loop; interactive evolutionary design system; urban furniture design; Art; Civil engineering; Data mining; Drugs; Feature extraction; Feedback loop; Graphics; Humans; Process design; Runtime;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Evolutionary Computation, 2007. CEC 2007. IEEE Congress on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-1339-3
Electronic_ISBN :
978-1-4244-1340-9
Type :
conf
DOI :
10.1109/CEC.2007.4424849
Filename :
4424849
Link To Document :
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