GPEM journal
@gpem.bsky.social
Genetic Programming and Evolvable Machines journal
https://link.springer.com/journal/10710
Editor-in-chief Leonardo Trujillo
bsky feed maintained by James McDermott
https://link.springer.com/journal/10710
Editor-in-chief Leonardo Trujillo
bsky feed maintained by James McDermott
Two new Sections are open for submissions in GPEM:
* Comments and Correspondence: link.springer.com/collections/...
* Perspectives and Vision: link.springer.com/collections/...
* Comments and Correspondence: link.springer.com/collections/...
* Perspectives and Vision: link.springer.com/collections/...
Section: Comments and Correspondence
The Comments and Correspondence Collection of Genetic Programming and Evolvable Machines offers a space for short-form articles that engage with recently ...
link.springer.com
October 6, 2025 at 8:10 PM
Two new Sections are open for submissions in GPEM:
* Comments and Correspondence: link.springer.com/collections/...
* Perspectives and Vision: link.springer.com/collections/...
* Comments and Correspondence: link.springer.com/collections/...
* Perspectives and Vision: link.springer.com/collections/...
New special issue of GPEM on Evolutionary Computation in Art, Music and Design!
Edited by Penousal Machado and Juan Romero
link.springer.com/article/10.1...
Edited by Penousal Machado and Juan Romero
link.springer.com/article/10.1...
Editorial Introduction to the Special Issue on Evolutionary Computation in Art, Music and Design - Genetic Programming and Evolvable Machines
Genetic Programming and Evolvable Machines -
link.springer.com
October 4, 2025 at 8:35 AM
New special issue of GPEM on Evolutionary Computation in Art, Music and Design!
Edited by Penousal Machado and Juan Romero
link.springer.com/article/10.1...
Edited by Penousal Machado and Juan Romero
link.springer.com/article/10.1...
New book review, freely available in GPEM:
“Reversible world of cellular automata” by Kenichi Morita, reviewed by Tomas Rokicki
link.springer.com/article/10.1...
“Reversible world of cellular automata” by Kenichi Morita, reviewed by Tomas Rokicki
link.springer.com/article/10.1...
Kenichi Morita: Reversible world of cellular automata - Genetic Programming and Evolvable Machines
Genetic Programming and Evolvable Machines -
link.springer.com
August 21, 2025 at 9:15 PM
New book review, freely available in GPEM:
“Reversible world of cellular automata” by Kenichi Morita, reviewed by Tomas Rokicki
link.springer.com/article/10.1...
“Reversible world of cellular automata” by Kenichi Morita, reviewed by Tomas Rokicki
link.springer.com/article/10.1...
GPEM Journal sends acknowledgements and thanks to recent reviewers (too many to list here!):
link.springer.com/article/10.1...
link.springer.com/article/10.1...
Acknowledgment to reviewers (2024) - Genetic Programming and Evolvable Machines
Genetic Programming and Evolvable Machines -
link.springer.com
July 4, 2025 at 9:18 AM
GPEM Journal sends acknowledgements and thanks to recent reviewers (too many to list here!):
link.springer.com/article/10.1...
link.springer.com/article/10.1...
GPEM Journal has a new CFP for a special issue in Generative AI and Evolutionary Computation for Software Engineering!
This will be edited by Dominik Sobania
See Leo's blogpost:
gpemjournal.blogspot.com/2025/06/call...
And special issue page:
link.springer.com/collections/...
This will be edited by Dominik Sobania
See Leo's blogpost:
gpemjournal.blogspot.com/2025/06/call...
And special issue page:
link.springer.com/collections/...
Call for Papers: Special Issue on Generative AI and Evolutionary Computation for Software Engineering
Special Issue Home: https://link.springer.com/collections/bcadcgjdjd Generative models, and mainly large language models, are already wide...
gpemjournal.blogspot.com
July 3, 2025 at 2:28 PM
GPEM Journal has a new CFP for a special issue in Generative AI and Evolutionary Computation for Software Engineering!
This will be edited by Dominik Sobania
See Leo's blogpost:
gpemjournal.blogspot.com/2025/06/call...
And special issue page:
link.springer.com/collections/...
This will be edited by Dominik Sobania
See Leo's blogpost:
gpemjournal.blogspot.com/2025/06/call...
And special issue page:
link.springer.com/collections/...
GPEM journal has a new special issue on "twenty-five years of grammatical evolution"!
Edited and with an introduction by Mahdinejad, Murphy and Ryan.
Special issue: link.springer.com/collections/...
Introduction: link.springer.com/article/10.1...
Edited and with an introduction by Mahdinejad, Murphy and Ryan.
Special issue: link.springer.com/collections/...
Introduction: link.springer.com/article/10.1...
Special Issue on Twenty-Five Years of Grammatical Evolution
By invitation only- GECCO conference ("GEWS2023 — Grammatical Evolution Workshop)
link.springer.com
July 2, 2025 at 10:54 AM
GPEM journal has a new special issue on "twenty-five years of grammatical evolution"!
Edited and with an introduction by Mahdinejad, Murphy and Ryan.
Special issue: link.springer.com/collections/...
Introduction: link.springer.com/article/10.1...
Edited and with an introduction by Mahdinejad, Murphy and Ryan.
Special issue: link.springer.com/collections/...
Introduction: link.springer.com/article/10.1...
A lot of book reviews in GPEM Journal, old and new, which are now fully open access!
April 29, 2025 at 7:36 PM
A lot of book reviews in GPEM Journal, old and new, which are now fully open access!
New book review at GPEM:
Book: "Symbolic Regression" by Kronberger et al
Review by La Cava
link.springer.com/article/10.1...
#geneticprogramming
Book: "Symbolic Regression" by Kronberger et al
Review by La Cava
link.springer.com/article/10.1...
#geneticprogramming
A review of “Symbolic Regression” by Gabriel Kronberger, Bogdan Burlacu, Michael Kommenda, Stephan M. Winkler, and Michael Affenzeller, ISBN 978-1-138-05481-3, 2024, CRC Press. - Genetic Programming a...
Genetic Programming and Evolvable Machines -
link.springer.com
April 15, 2025 at 12:12 PM
New book review at GPEM:
Book: "Symbolic Regression" by Kronberger et al
Review by La Cava
link.springer.com/article/10.1...
#geneticprogramming
Book: "Symbolic Regression" by Kronberger et al
Review by La Cava
link.springer.com/article/10.1...
#geneticprogramming
Reposted by GPEM journal
Our GPTP from last year is out! Lexicase Selection Parameter Analysis: Varying Population Size and Test Case Redundancy with Diagnostic Metrics link.springer.com/chapter/10.1... #geneticprogramming
Lexicase Selection Parameter Analysis: Varying Population Size and Test Case Redundancy with Diagnostic Metrics
Lexicase selectionLexicase selection is a successful parent selectionParent selection method in genetic programming that has outperformed other methods across multiple benchmark suitesBenchm...
link.springer.com
March 4, 2025 at 5:24 PM
Our GPTP from last year is out! Lexicase Selection Parameter Analysis: Varying Population Size and Test Case Redundancy with Diagnostic Metrics link.springer.com/chapter/10.1... #geneticprogramming
Geometric Semantic #geneticprogramming was a big breakthrough in GP in 2012. The relationship between syntax and semantics is - in one way - easy to understand and take advantage of. 10 years later (!), here is the GPEM special issue.
Special issue collection: link.springer.com/collections/...
Special issue collection: link.springer.com/collections/...
Special Issue for the Tenth Anniversary of Geometric Semantic Genetic Programming
Call for Papers: https://www.springer.com/journal/10710/updates/23957712
link.springer.com
April 9, 2025 at 3:58 PM
Geometric Semantic #geneticprogramming was a big breakthrough in GP in 2012. The relationship between syntax and semantics is - in one way - easy to understand and take advantage of. 10 years later (!), here is the GPEM special issue.
Special issue collection: link.springer.com/collections/...
Special issue collection: link.springer.com/collections/...
New paper in GPEM on requirements engineering:
"RSCID: requirements selection considering interactions and dependencies", by Keyvanpour et al.
link.springer.com/article/10.1...
#geneticprogramming
"RSCID: requirements selection considering interactions and dependencies", by Keyvanpour et al.
link.springer.com/article/10.1...
#geneticprogramming
RSCID: requirements selection considering interactions and dependencies - Genetic Programming and Evolvable Machines
Requirements selection is one of the essential aspects of requirement engineering. So far, a lot of work has been done in this field. But, it is difficult to choose the right set of software requireme...
link.springer.com
April 8, 2025 at 9:30 PM
New paper in GPEM on requirements engineering:
"RSCID: requirements selection considering interactions and dependencies", by Keyvanpour et al.
link.springer.com/article/10.1...
#geneticprogramming
"RSCID: requirements selection considering interactions and dependencies", by Keyvanpour et al.
link.springer.com/article/10.1...
#geneticprogramming
Now that you've finished CEC revisions... and finalising EuroGP camera-ready.. and you have GECCO acceptance decisions... and you've finished GECCO workshop submissions...
...keep up the momentum to get your paper ready for a GPEM submission!
#geneticprogramming
...keep up the momentum to get your paper ready for a GPEM submission!
#geneticprogramming
April 3, 2025 at 1:10 PM
Now that you've finished CEC revisions... and finalising EuroGP camera-ready.. and you have GECCO acceptance decisions... and you've finished GECCO workshop submissions...
...keep up the momentum to get your paper ready for a GPEM submission!
#geneticprogramming
...keep up the momentum to get your paper ready for a GPEM submission!
#geneticprogramming
New book review in GPEM!
Book: The science of soft robots, Suzumori et al.
Review by: Medvet & Salvato
link.springer.com/article/10.1...
@ericmedvetts.bsky.social
Book: The science of soft robots, Suzumori et al.
Review by: Medvet & Salvato
link.springer.com/article/10.1...
@ericmedvetts.bsky.social
March 16, 2025 at 12:35 PM
New book review in GPEM!
Book: The science of soft robots, Suzumori et al.
Review by: Medvet & Salvato
link.springer.com/article/10.1...
@ericmedvetts.bsky.social
Book: The science of soft robots, Suzumori et al.
Review by: Medvet & Salvato
link.springer.com/article/10.1...
@ericmedvetts.bsky.social
"Constraining genetic symbolic regression via semantic backpropagation" by Reissman et al in GPEM
#geneticprogramming
link.springer.com/article/10.1...
#geneticprogramming
link.springer.com/article/10.1...
Constraining genetic symbolic regression via semantic backpropagation - Genetic Programming and Evolvable Machines
Evolutionary symbolic regression approaches are powerful tools that can approximate an explicit mapping between input features and observation for various problems. However, ensuring that explored exp...
link.springer.com
March 12, 2025 at 1:30 PM
"Constraining genetic symbolic regression via semantic backpropagation" by Reissman et al in GPEM
#geneticprogramming
link.springer.com/article/10.1...
#geneticprogramming
link.springer.com/article/10.1...
March 10, 2025 at 10:59 AM
The special issue on highlights of 2023 #geneticprogramming events, edited by Pappa, Giacobini, Ting Hu, and Jakobović is out:
link.springer.com/article/10.1...
link.springer.com/article/10.1...
Editorial introduction for the special issue on highlights of genetic programming 2023 events - Genetic Programming and Evolvable Machines
Genetic Programming and Evolvable Machines -
link.springer.com
March 6, 2025 at 9:17 PM
The special issue on highlights of 2023 #geneticprogramming events, edited by Pappa, Giacobini, Ting Hu, and Jakobović is out:
link.springer.com/article/10.1...
link.springer.com/article/10.1...
GECCO paper reviews are due in 1 hour!
(poster reviews are due this time next week)
(poster reviews are due this time next week)
March 6, 2025 at 11:11 AM
GECCO paper reviews are due in 1 hour!
(poster reviews are due this time next week)
(poster reviews are due this time next week)
New paper in GPEM: "Memetic semantic boosting for symbolic regression"
Leite & Schoenauer
link.springer.com/article/10.1...
#geneticprogramming
Leite & Schoenauer
link.springer.com/article/10.1...
#geneticprogramming
Memetic semantic boosting for symbolic regression - Genetic Programming and Evolvable Machines
This paper introduces a novel approach called semantic boosting regression (SBR), leveraging the principles of boosting algorithms in symbolic regression using a Memetic Semantic GP for Symbolic Regre...
link.springer.com
March 6, 2025 at 9:18 AM
New paper in GPEM: "Memetic semantic boosting for symbolic regression"
Leite & Schoenauer
link.springer.com/article/10.1...
#geneticprogramming
Leite & Schoenauer
link.springer.com/article/10.1...
#geneticprogramming
Reposted by GPEM journal
New feature! PySR v1.4 lets you define a template expression to optimize that both has learnable parameters AND learnable expressions:
February 14, 2025 at 3:22 PM
New feature! PySR v1.4 lets you define a template expression to optimize that both has learnable parameters AND learnable expressions:
Reposted by GPEM journal
We're excited to announce the first Evolving Self-organisation workshop at GECCO 2025!
Submission deadline: March 26, 2025
More information: evolving-self-organisation-workshop.github.io
Submission deadline: March 26, 2025
More information: evolving-self-organisation-workshop.github.io
February 10, 2025 at 1:09 PM
We're excited to announce the first Evolving Self-organisation workshop at GECCO 2025!
Submission deadline: March 26, 2025
More information: evolving-self-organisation-workshop.github.io
Submission deadline: March 26, 2025
More information: evolving-self-organisation-workshop.github.io
From Crary et al, a new article in GPEM:
Using FPGA devices to accelerate the evaluation phase of tree-based genetic programming: an extended analysis
link.springer.com/article/10.1...
Using FPGA devices to accelerate the evaluation phase of tree-based genetic programming: an extended analysis
link.springer.com/article/10.1...
Using FPGA devices to accelerate the evaluation phase of tree-based genetic programming: an extended analysis - Genetic Programming and Evolvable Machines
This paper establishes the potential of accelerating the evaluation phase of tree-based genetic programming through contemporary field-programmable gate array (FPGA) technology. This exploration stems...
link.springer.com
February 11, 2025 at 8:26 PM
From Crary et al, a new article in GPEM:
Using FPGA devices to accelerate the evaluation phase of tree-based genetic programming: an extended analysis
link.springer.com/article/10.1...
Using FPGA devices to accelerate the evaluation phase of tree-based genetic programming: an extended analysis
link.springer.com/article/10.1...
Reposted by GPEM journal
Definitely not my field, but this seems quite innovative.
Detail-free press release: bgr.com/science/ai-i...
Open access research paper from last month: advanced.onlinelibrary.wiley.com/doi/10.1002/...
#research #material #science #ai #design
Detail-free press release: bgr.com/science/ai-i...
Open access research paper from last month: advanced.onlinelibrary.wiley.com/doi/10.1002/...
#research #material #science #ai #design
February 7, 2025 at 10:10 PM
Definitely not my field, but this seems quite innovative.
Detail-free press release: bgr.com/science/ai-i...
Open access research paper from last month: advanced.onlinelibrary.wiley.com/doi/10.1002/...
#research #material #science #ai #design
Detail-free press release: bgr.com/science/ai-i...
Open access research paper from last month: advanced.onlinelibrary.wiley.com/doi/10.1002/...
#research #material #science #ai #design
From Alberto Tonda, a review of the PySR library, which is becoming a central resource for symbolic regression users:
link.springer.com/article/10.1...
link.springer.com/article/10.1...
Review of PySR: high-performance symbolic regression in Python and Julia - Genetic Programming and Evolvable Machines
Genetic Programming and Evolvable Machines -
link.springer.com
February 7, 2025 at 5:16 PM
From Alberto Tonda, a review of the PySR library, which is becoming a central resource for symbolic regression users:
link.springer.com/article/10.1...
link.springer.com/article/10.1...
Check out this conference:
www.maeb2025.org
XVI Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados
May 2025, Donostia-San Sebastián, Spain
Submission deadline 22 February.
www.maeb2025.org
XVI Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados
May 2025, Donostia-San Sebastián, Spain
Submission deadline 22 February.
XVI Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados
El XVI Congreso Español de Metaheurística, Algoritmos Evolutivos y Bioinspirados (MAEB), pretende ser un foro de encuentro, discusión y transferencia de conocimientos entre investigadores en el campo ...
www.maeb2025.org
February 7, 2025 at 5:10 PM
Check out this conference:
www.maeb2025.org
XVI Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados
May 2025, Donostia-San Sebastián, Spain
Submission deadline 22 February.
www.maeb2025.org
XVI Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados
May 2025, Donostia-San Sebastián, Spain
Submission deadline 22 February.
Reposted by GPEM journal
The 1st book review I took part in writing it's out on
@gpem.bsky.social: 👉🏽 rdcu.be/d7wPp.
Erica Salvato and I read "The science of soft robots", by Suzumori et al., a massive book spanning across many different topics related to desing and building of #softrobots.
@gpem.bsky.social: 👉🏽 rdcu.be/d7wPp.
Erica Salvato and I read "The science of soft robots", by Suzumori et al., a massive book spanning across many different topics related to desing and building of #softrobots.
January 27, 2025 at 9:31 AM
The 1st book review I took part in writing it's out on
@gpem.bsky.social: 👉🏽 rdcu.be/d7wPp.
Erica Salvato and I read "The science of soft robots", by Suzumori et al., a massive book spanning across many different topics related to desing and building of #softrobots.
@gpem.bsky.social: 👉🏽 rdcu.be/d7wPp.
Erica Salvato and I read "The science of soft robots", by Suzumori et al., a massive book spanning across many different topics related to desing and building of #softrobots.