Open Challenges in Genetic Improvement for Emergent Software Systems

Rainford, Penelope Faulkner; Porter, B.

doi:10.1109/gi52543.2021.00018

2021 IEEE/ACM International Workshop on Genetic Improvement (GI) 2021

DOI: 10.1109/gi52543.2021.00018

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Open Challenges in Genetic Improvement for Emergent Software Systems

Penelope Faulkner Rainford

B. Porter

Abstract: Genetic improvement for emergent software systems faces unique challenges due to its deployment in highly dynamic environments. In this paper, we discuss four of those challenges along with our initial plans for new research.

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Genetic Improvement @ ICSE 2021

Brownlee

2021

SIGSOFT Softw. Eng. Notes

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Following Dr. Stephanie Forrest of Arizona State University's keynote presentation there was a wide ranging discussion at the tenth international Genetic Improvement workshop, GI-2021 @ ICSE (held as part of the International Conference on Software Engineering on Sunday 30th May 2021). Topics included a growing range of target systems and appli- cations, algorithmic improvements, wide-ranging questions about how other elds (especially evolutionary computation) can inform advances in GI, and about how GI is 'branded' to other disciplines. We give a personal perspective on the workshop's proceedings, the discussions that took place, and resulting prospective directions for future research.

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Genetic Improvement @ ICSE 2021

Brownlee

2021

SIGSOFT Softw. Eng. Notes

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scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

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Open Challenges in Genetic Improvement for Emergent Software Systems

Abstract: Genetic improvement for emergent software systems faces unique challenges due to its deployment in highly dynamic environments. In this paper, we discuss four of those challenges along with our initial plans for new research.

Cited by 1 publication

References 11 publications

Genetic Improvement @ ICSE 2021

Genetic Improvement @ ICSE 2021

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