Genetic Improvement @ ICSE 2023

Author:

Langdon William B.1,Nowack Vesna2,Petke Justyna3,Wagner Markus4,Lee Hyeonseok5,Fredericks Erik M.6,An Gabin5,Blot Aymeric7

Affiliation:

1. UCLA, London, United Kingdom

2. Imperial College, London, United Kingdom

3. UCL, London, United Kingdom

4. Monash University, Melbourne, Australia

5. KAIST, South Korea

6. Grand Valley State University, MI, USA

7. Universite du Littoral Cote d'Opale, Calais, France

Abstract

Following the formal presentations, which included keynotes by Prof. Myra B. Cohen of Iowa State University and Dr. Sebastian Baltes of SAP as well as six papers (which are recorded in the pro- ceedings) there was a wide ranging discussion at the twelfth inter- national Genetic Improvement workshop, GI-2023 @ ICSE held on Saturday 20th May 2023 in Melbourne and online via Zoom. Topics included GI to improve testing, and remove unpleasant surprises in cloud computing costs, incorporating novelty search, large language models (LLM ANN) and GI benchmarks.

Publisher

Association for Computing Machinery (ACM)

Subject

Pharmacology (medical),Complementary and alternative medicine,Pharmaceutical Science

Reference42 articles.

1. Myra B. Cohen . It's all in the semantics: When are genetically improved programs still correct? In Vesna Nowack, Markus Wagner, Gabin An, Aymeric Blot, and Justyna Petke, editors , 12th International Workshop on Genetic Improvement @ICSE 2023 , page ix, Melbourne, Australia, 20 May 2023. IEEE. Invited Keynote. URL: http: //gpbib.cs.ucl.ac.uk/gp-html/Cohen_2023_GI.html. Myra B. Cohen. It's all in the semantics: When are genetically improved programs still correct? In Vesna Nowack, Markus Wagner, Gabin An, Aymeric Blot, and Justyna Petke, editors, 12th International Workshop on Genetic Improvement @ICSE 2023, page ix, Melbourne, Australia, 20 May 2023. IEEE. Invited Keynote. URL: http: //gpbib.cs.ucl.ac.uk/gp-html/Cohen_2023_GI.html.

2. Search-based software engineering

3. John R. Koza . Genetic Programming: On the Programming of Computers by Means of Natural Selection . MIT Press , Cambridge, MA, USA , 1992 . URL: http://gpbib.cs.ucl.ac.uk/gp-html/koza_book.html. John R. Koza. Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, Cambridge, MA, USA, 1992. URL: http://gpbib.cs.ucl.ac.uk/gp-html/koza_book.html.

4. Riccardo Poli , William B. Langdon , and Nicholas Freitag McPhee . A eld guide to genetic programming. Published via http://lulu.com and freely available at http://www.gp-field-guide.org.uk, 2008 . (With contributions by J. R. Koza). URL : http://gpbib.cs.ucl. ac.uk/gp-html/poli08_fieldguide.html. Riccardo Poli, William B. Langdon, and Nicholas Freitag McPhee. A eld guide to genetic programming. Published via http://lulu.com and freely available at http://www.gp-field-guide.org.uk, 2008. (With contributions by J. R. Koza). URL: http://gpbib.cs.ucl. ac.uk/gp-html/poli08_fieldguide.html.

5. Automated program repair

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