Genetic improvement of software: a comprehensive survey

J Petke, SO Haraldsson, M Harman… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Genetic improvement (GI) uses automated search to find improved versions of existing
software. We present a comprehensive survey of this nascent field of research with a focus …

Genetic improvement of genetic programming

WB Langdon - 2020 IEEE Congress on Evolutionary …, 2020 - ieeexplore.ieee.org
GISMOE BNF grammar based GI is applied to optimise run time of the tree interpreter in the
fastest single computer floating point genetic programming system, GPavx. Up to two fold …

GenerativeGI: creating generative art with genetic improvement

EM Fredericks, JM Moore, AC Diller - Automated Software Engineering, 2024 - Springer
Generative art is a domain in which artistic output is created via a procedure or heuristic that
may result in digital and/or physical results. A generative artist will typically act as a domain …

Applying genetic improvement to a genetic programming library in C++

VR López-López, L Trujillo, P Legrand - Soft Computing, 2019 - Springer
A young subfield of evolutionary computing that has gained the attention of many
researchers in recent years is genetic improvement. It uses an automated search method …

Open challenges in genetic improvement for emergent software systems

PF Rainford, B Porter - 2021 IEEE/ACM International Workshop …, 2021 - ieeexplore.ieee.org
Open Challenges in Genetic Improvement for Emergent Software Systems Page 1 Open
Challenges in Genetic Improvement for Emergent Software Systems Penny Faulkner …

Fitness Landscape Analysis applied to functional Genetic Improvement

D Laar - 2021 - studenttheses.uu.nl
Genetic Improvement is the concept of a computer improving human-written code. This
improves either the functional or the non-functional properties of the program. Genetic …

[PDF][PDF] Applying Genetic Improvement to a Genetic Programming library in C+

VR López - researchgate.net
A young sub-field of Evolutionary Computing that has gained the attention of many
researchers in recent years is Genetic Improvement. It uses an automated search method …

Application of Search-based Software Testing toNon-functional system properties: A Validated Framework

N Parasa - 2016 - diva-portal.org
Objectives: The objective of the work presented in this thesis is to, first, investigate the non-
functional properties, challenges encountered and approaches/suggestions by the …