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Online Genetic Improvement on the java virtual machine with ECSELR

Kwaku Yeboah-Antwi 1 Benoit Baudry 1
1 DiverSe - Diversity-centric Software Engineering
IRISA-D4 - LANGAGE ET GÉNIE LOGICIEL, Inria Rennes – Bretagne Atlantique
Abstract : Online Genetic Improvement embeds the ability to evolve and adapt inside a target software system enabling it to improve at runtime without any external dependencies or human intervention. We recently developed a general purpose tool enabling Online Genetic Improvement in software systems running on the java virtual machine. This tool, dubbed ECSELR, is embedded inside extant software systems at runtime, enabling such systems to self-improve and adapt autonomously online. We present this tool, describing its architecture and focusing on its design choices and possible uses.
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Submitted on : Monday, October 17, 2016 - 9:39:08 PM
Last modification on : Wednesday, November 3, 2021 - 6:05:33 AM



Kwaku Yeboah-Antwi, Benoit Baudry. Online Genetic Improvement on the java virtual machine with ECSELR. Genetic Programming and Evolvable Machines, Springer Verlag, 2016, pp.1-27. ⟨10.1007/s10710-016-9278-4⟩. ⟨hal-01382964⟩



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