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Event-based graphical monitoring in the EpochX genetic programming framework

Vaseux, Loic, Otero, Fernando E.B., Castle, Tom, Johnson, Colin G. (2013) Event-based graphical monitoring in the EpochX genetic programming framework. In: 15th International Conference on Genetic and Evolutionary Computation Companion (GECCO’13 Companion). . pp. 1309-1316. (doi:10.1145/2464576.2482710) (KAR id:42140)

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http://dx.doi.org/10.1145/2464576.2482710

Abstract

EpochX is a genetic programming framework with provision for event management – similar to the Java event model – allowing the notification of particular actions during the lifecycle of the evolutionary algorithm. It also provides a flexible Stats system to gather statistics measures. This paper introduces a graphical interface to the EpochX genetic programming framework, taking full advantage of EpochX's event management. A set of representation-independent and tree-dependent GUI components are presented, showing how statistic information can be presented in a rich format using the information provided by EpochX's Stats system.

Item Type: Conference or workshop item (Paper)
DOI/Identification number: 10.1145/2464576.2482710
Subjects: Q Science > Q Science (General) > Q335 Artificial intelligence
Divisions: Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Computing
Depositing User: Fernando Otero
Date Deposited: 07 Aug 2014 19:21 UTC
Last Modified: 16 Feb 2021 12:54 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/42140 (The current URI for this page, for reference purposes)
Otero, Fernando E.B.: https://orcid.org/0000-0003-2172-297X
Johnson, Colin G.: https://orcid.org/0000-0002-9236-6581
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