Introduction

Genetic Improvement is the application of evolutionary and search-based optimisation methods to the improvement of existing software. For example, it may be used to automate the process of bug-fixing or execution time optimisation.

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Committee

Justyna Petke

Justyna Petke is a Principal Research Fellow and Proleptic Senior Lecturer (Associate Prof.), conducting research in genetic improvement. She has a doctorate in Computer Science from University of Oxford and is now at the Centre for Research on Evolution, Search and Testing (CREST) in University College London. She has published on applications of genetic improvement. Her work on the subject was awarded a Silver and a Gold ’Humie’ at GECCO 2014 and GECCO 2016 as well as an ACM SIGSOFT Distinguished Paper Award at ISSTA 2015. She was the PC co-Chair for the International Symposium on Search-Based Software Engineering in 2017. She also organised six Genetic Improvement Workshops. She currently serves on the editorial board of the Genetic Programming and Evolvable Machines journal.


Bobby R. Bruce

Bobby Bruce is a Postdoctoral Scholar at UC Davis where he primarily works on the gem5 computer architecture simulator. Prior to UC Davis, Bobby carried out research into the automatic optimization of Java bytecode at UCLA. His research interests are centred around Search-based Software Engineering, and its application to improving software performance.


Yu Huang

Yu Huang is a PhD candidate at the University of Michigan, Ann Arbor. Her research includes applying GI-based automated program repair (APR) techniques in embedded systems and human factors in software automation with a focus on human bias against automated tools in code review. She has served as the organizer for multiple Diversity, Equivalence and Inclusion events hosted at University of Michigan. She was also in charge of the social media for GI 2020 to advertise the event and connect researchers and practitioners in the community. Currently she is serving as the Social Media Chair for GI 2021.


Aymeric Blot

Aymeric Blot is a Research Associate conducting research in genetic improvement at the CREST and SOLAR groups in University College London. He received in 2018 a doctorate from the University of Lille following work on automated algorithm design for multi-objective combinatorial optimisation. His research focuses on strengthening GI techniques using knowledge from automated machine learning, algorithm configuration, and evolutionary computation. He maintains and evolves the community website on genetic improvement.


Westley Weimer

Westley Weimer is a Professor at the University of Michigan He received his PhD from the University of California at Berkeley. His research interests include reducing the costs associated with software development at scale (particularly through automated program repair) as well as program analysis, formal verification, and human linguistic and visual interaction with software. He is a senior member of the Association for Computing Machinery and his work has led to over eleven thousand citations and several awards, including three ‘Humies’ and ICSE 2019 Most Influential paper for his work on using Genetic Improvement for bug fixing. He also organised five Genetic Improvement workshops.

Call for paper

Important date

2021-01-19
Draft paper submission deadline

Submission Topics

We invite submissions that discuss recent developments in all areas of research on, and applications of, Genetic Improvement. The International Workshop on Genetic Improvement is the premier workshop in the field and provides an opportunity for researchers interested in automated program repair and software optimisation to disseminate their work, exchange ideas, and discover new research directions. Topics of interest include both the theory and practice of Genetic Improvement. Applications of GI include, but are not limited to:

Improve efficiency
Decrease memory consumption
Decrease energy consumption
Transplant new functionality
Specialise software
Translate between programming languages
Generate multiple versions of software
Repair bugs

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Important Date
  • May 30

    2021

    Conference Date

  • Jan 19 2021

    Draft paper submission deadline

Sponsored By
Association for Computing Machinery Special Interest Group on Software Engineering - ACM SIGSOFT IEEE Computer Society
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