Eugene: a generic interactive genetic algorithm controller
Conference poster
James-Reynolds, C. and Currie, E. 2015. Eugene: a generic interactive genetic algorithm controller. AI-2015: Thirty-fifth SGAI International Conference on Artificial Intelligence. Cambridge, UK 15 - 17 Dec 2015 Springer International Publishing. pp. 361-366
Type | Conference poster |
---|---|
Title | Eugene: a generic interactive genetic algorithm controller |
Authors | James-Reynolds, C. and Currie, E. |
Abstract | This paper outlines the development of an open source generic hardware-based interactive Genetic Algorithm controller (Eugene) and explores contexts in which it may be deployed. The system was first applied to the generation of synthetic sound using MIDI and a simple analogue synthesiser with 27 continuous controller values. It was then applied in the area of image evaluation using an image enhancer program with 7 continuous controller values. The system was evaluated by experimental observation of users attempting various tasks with different success criteria. This led to the identification of issues, some of which were specific to, and others divorced from the application domain. These are discussed together with areas for improvement. |
Research Group | Artificial Intelligence group |
Conference | AI-2015: Thirty-fifth SGAI International Conference on Artificial Intelligence |
Page range | 361-366 |
ISBN | |
Hardcover | 9783319250304 |
Publisher | Springer International Publishing |
Publication dates | |
Online | 12 Nov 2015 |
17 Dec 2015 | |
Publication process dates | |
Deposited | 21 Sep 2015 |
Accepted | 09 Jul 2015 |
Output status | Published |
Accepted author manuscript | |
Copyright Statement | This is a post-peer-review, pre-copyedit version of an conference paper published in Research and Development in Intelligent Systems XXXII: Incorporating Applications and Innovations in Intelligent Systems XXIII, Part X. The final authenticated version is available online at: http://dx.doi.org/10.1007/978-3-319-25032-8_27 |
Web address (URL) | http://dx.doi.org/10.1007/978-3-319-25032-8_27 |
Language | English |
Book title | Research and Development in Intelligent Systems XXXII: Incorporating Applications and Innovations in Intelligent Systems XXIII, Part X |
https://repository.mdx.ac.uk/item/85w97
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