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EpochX: Genetic Programming in Java with Statistics and Event Monitoring

Otero, Fernando E.B., Castle, Tom, Johnson, Colin G. (2012) EpochX: Genetic Programming in Java with Statistics and Event Monitoring. In: Proceedings of the 2012 Genetic and Evolutionary Conference Companion (GECCO 2012). . ACM Press, Philadelphia (doi:10.1145/2330784.2330800)

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http://dx.doi.org/10.1145/2330784.2330800

Abstract

EpochX is a Genetic Programming (GP) framework written in Java. It allows the creation of tree-based and grammar-based GP systems. It has been created to reflect typical ways in which Java programmers work, for example, borrowing from the Java event model and taking inspiration from the Java collections framework. This paper presents EpochX in general, and gives particular attention to the event model and the statistics analysis framework.

Item Type: Conference or workshop item (Paper)
DOI/Identification number: 10.1145/2330784.2330800
Uncontrolled keywords: epochx, genetic programming, framework, java, statistics
Subjects: Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming,
Divisions: Faculties > Sciences > School of Computing > Computational Intelligence Group
Depositing User: Fernando Otero
Date Deposited: 21 Sep 2012 09:49 UTC
Last Modified: 01 Aug 2019 10:35 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/30796 (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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