Enabling generative behavior within an interactive evolutionary design system using a component-based representation

- 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.

• Type: Conference
• Year: 2007
• Where: CEC
• Authors: Azahar T. Machwe, Ian C. Parmee
• Keywords: Artificial Intelligence, CEC 2007, Extracts User Preferences, Generated Solutions, Generative Feedback Loop