EVOLVING OUT OF THE BOX Overcoming the Signature Problem in Evolutionary Art

نویسنده

  • THORSTEN SCHNIER
چکیده

Evolutionary Art is the application of artificial evolution to the creation of artworks. Most evolutoinary art implementations share one characteristic: being locked into a fixed, highly distinguishable 'style' (the 'signature problem'). While the cause is readily identified as the representation used, the reason lies deeper: since selection is performed by (slow) humans, systems have to perform with extremely little fitness information. We suggests two approaches to overcome this problem. On the one hand, we can use computer support to remove the evaluation bottleneck. On the other hand, we can make it easier to change design spaces. To evaluate these ideas, we propose a real-world project supporting designer-user collaboration in mass customization.

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تاریخ انتشار 2008