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
TypeConference poster
TitleEugene: a generic interactive genetic algorithm controller
AuthorsJames-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 GroupArtificial Intelligence group
LanguageEnglish
ConferenceAI-2015: Thirty-fifth SGAI International Conference on Artificial Intelligence
Page range361-366
ISBN
Hardcover9783319250304
PublisherSpringer International Publishing
Publication dates
Online12 Nov 2015
Print17 Dec 2015
Publication process dates
Deposited21 Sep 2015
Accepted09 Jul 2015
Output statusPublished
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
Book titleResearch and Development in Intelligent Systems XXXII: Incorporating Applications and Innovations in Intelligent Systems XXIII, Part X
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