- author = "Damien Anderson and Paul Harvey and Yusaku Kaneta and Petros Papadopoulos and Philip Rodgers and Marc Roper",
- title = "Towards evolution-based autonomy in large-scale systems",
- booktitle = "GI @ GECCO 2022",
- year = "2022",
- editor = "Bobby R. Bruce and Vesna Nowack and Aymeric Blot and Emily Winter and W. B. Langdon and Justyna Petke",
- pages = "1924--1925",
- address = "Boston, USA",
- publisher_address = "New York, NY, USA",
- month = "9 " # jul,
- organisation = "SIGEVO",
- publisher = "Association for Computing Machinery",
- keywords = "genetic algorithms, genetic programming, genetic improvement, SBFL, Internet based content delivery network, CDN, 5G, grammar, Varnish Configuration Language, VCL",
- isbn13 = "978-1-4503-9268-6/22/07",
-
URL = "
http://www.cs.ucl.ac.uk/staff/W.Langdon/gecco2022/gi2022/papers/Anderson_2022_GI.pdf",
-
DOI = "
doi:10.1145/3520304.3533975",
-
slides_url = "http://geneticimprovementofsoftware.com/slides/gi2022gecco/anderson-towards-evolutionary-based-autonomy-gi-gecco-22.pdf",
-
video_url = "
https://www.youtube.com/watch?v=xpKcZRsRgrQ&list=PLI8fiFpB7BoIHgl5CsdtjfWvHlE5N6pje&index=5",
- size = "2 pages",
- abstract = "To achieve truly autonomous behaviour systems need to adapt to not only previously unseen circumstances but also previously unimagined ones. A hierarchical evolutionary system is proposed which is capable of displaying the emergent behaviour necessary to achieve this goal. we report the practical challenges encountered in implementing this proposed approach in a large-scale open-source system.",
-
notes = "http://geneticimprovementofsoftware.com/events/gecco2022
digital twin Meta-Evolutionary Controllers Varnish https://www.varnish-software.com/solutions/cdn
http://paul-harvey.org/publication/towards-evolution-based-autonomy-in-large-scale-systems/
GECCO-2022 A Recombination of the 31st International Conference on Genetic Algorithms (ICGA) and the 27th Annual Genetic Programming Conference (GP)",
