Special Issue on Highlights of Genetic Programming 2022 Events

Articles (12 in this collection)

1. Denoising autoencoder genetic programming: strategies to control exploration and exploitation in search

   Authors

   • David Wittenberg
   • Franz Rothlauf
   • Christian Gagné

   • Content type: OriginalPaper
   • Open Access
   • Published: 08 November 2023

   • Article: 17

   

2. On the hybridization of geometric semantic GP with gradient-based optimizers

   Authors (first, second and last of 4)

   • Gloria Pietropolli
   • Luca Manzoni
   • Mauro Castelli

   • Content type: OriginalPaper
   • Open Access
   • Published: 28 October 2023

   • Article: 16

   

3. Semantic segmentation network stacking with genetic programming

   Authors (first, second and last of 5)

   • Illya Bakurov
   • Marco Buzzelli
   • Leonardo Vanneschi

   • Content type: ReviewPaper
   • Open Access
   • Published: 26 October 2023

   • Article: 15

   

4. Alleviating overfitting in transformation-interaction-rational symbolic regression with multi-objective optimization

   Authors

   • Fabrício Olivetti de França

   • Content type: OriginalPaper
   • Published: 20 October 2023

   • Article: 13

   

5. Evolving continuous optimisers from scratch

   Authors

   • Michael A. Lones

   • Content type: OriginalPaper
   • Open Access
   • Published: 20 October 2021

   • Pages: 395 - 428

   

6. Evolving hierarchical memory-prediction machines in multi-task reinforcement learning

   Authors (first, second and last of 4)

   • Stephen Kelly
   • Tatiana Voegerl
   • Cedric Gondro

   • Content type: OriginalPaper
   • Published: 09 October 2021

   • Pages: 573 - 605

   

7. A semantic genetic programming framework based on dynamic targets

   Authors

   • Stefano Ruberto
   • Valerio Terragni
   • Jason H. Moore

   • Content type: OriginalPaper
   • Published: 05 October 2021

   • Pages: 463 - 493

   

8. Semantically-oriented mutation operator in cartesian genetic programming for evolutionary circuit design

   Authors

   • David Hodan
   • Vojtech Mrazek
   • Zdenek Vasicek

   • Content type: OriginalPaper
   • Published: 02 October 2021

   • Pages: 539 - 572

   

9. Relationships between parent selection methods, looping constructs, and success rate in genetic programming

   Authors

   • Anil Kumar Saini
   • Lee Spector

   • Content type: OriginalPaper
   • Published: 30 September 2021

   • Pages: 495 - 509

   

10. Graph representations in genetic programming

    Authors (first, second and last of 5)

    • Léo Françoso Dal Piccol Sotto
    • Paul Kaufmann
    • Márcio Porto Basgalupp

    • Content type: OriginalPaper
    • Open Access
    • Published: 30 September 2021

    • Pages: 607 - 636

    

11. Evolutionary algorithms for designing reversible cellular automata

    Authors (first, second and last of 4)

    • Luca Mariot
    • Stjepan Picek
    • Alberto Leporati

    • Content type: OriginalPaper
    • Open Access
    • Published: 29 September 2021

    • Pages: 429 - 461

    

12. EvoStencils: a grammar-based genetic programming approach for constructing efficient geometric multigrid methods

    Authors

    • Jonas Schmitt
    • Sebastian Kuckuk
    • Harald Köstler

    • Content type: OriginalPaper
    • Open Access
    • Published: 03 September 2021

    • Pages: 511 - 537