DocumentCode :
2778920
Title :
Turn-based evolution as a proposed implementation of artistic creative process
Author :
Dahlstedt, Palle
Author_Institution :
Dept. of Appl. Inf. Technol., Univ. of Gothenburg, Gothenburg, Sweden
fYear :
2012
fDate :
10-15 June 2012
Firstpage :
1
Lastpage :
7
Abstract :
Evolutionary computation has often been presented as a possible model for creativity in computers. In this theoretical paper, preparing for a series of experiments, evolution is discussed in the light of a theoretical model of human artistic process, recently presented by the author. Some crucial differences between human artistic creativity and natural evolution are observed and discussed, also in the light of other creative processes occurring in nature. As a tractable way to overcome these limitations, a new kind of evolutionary implementation of creativity is proposed, based on a simplified version of the previously presented model. Artistic creativity is here modeled as an iterated turn-based process, alternating between a conceptual representation and a material representation of the work-to-be. Evolutionary computation is proposed as a heuristic solution to the principal steps in this process, translating back and forth between the two kinds of representation. Those steps are: implementation, going from concept to material form, and re-conceptualization, forming a new conceptual representation based on the current material form. The advantages and disadvantages of this approach are discussed, and how it could best be implemented.
Keywords :
behavioural sciences; evolutionary computation; iterative methods; artistic creative process; conceptual representation; creativity model; evolutionary computation; evolutionary creativity model; heuristic solution; human artistic creativity; human artistic process; iterated turn-based process; material representation; natural evolution; turn-based evolution; Art; Complexity theory; Computational modeling; Evolutionary computation; Humans; Materials; Psychology; aesthetics; art; computational creativity; creative process; evolution;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Evolutionary Computation (CEC), 2012 IEEE Congress on
Conference_Location :
Brisbane, QLD
Print_ISBN :
978-1-4673-1510-4
Electronic_ISBN :
978-1-4673-1508-1
Type :
conf
DOI :
10.1109/CEC.2012.6252870
Filename :
6252870
Link To Document :
بازگشت