Articles

1. Hierarchical non-dominated sort: analysis and improvement

   • Ved Prakash
   • Sumit Mishra

   OriginalPaper 16 April 2024 Article: 14

   

2. Architecture search of accurate and lightweight CNNs using genetic algorithm

   • Jiayu Liang
   • Hanqi Cao
   • Mingming Su

   OriginalPaper 01 April 2024 Article: 13

   

3. A new representation in 3D VLSI floorplan: 3D O-Tree

   • Rohin Gupta
   • Sandeep Singh Gill

   OriginalPaper 01 April 2024 Article: 12

   

4. A genetic algorithm for rule extraction in fuzzy adaptive learning control networks

   • Glender Brás
   • Alisson Marques Silva
   • Elizabeth F. Wanner

   OriginalPaper 30 March 2024 Article: 11

   

5. A genetic programming approach to the automated design of CNN models for image classification and video shorts creation

   • Rahul Kapoor
   • Nelishia Pillay

   OriginalPaper Open access 14 March 2024 Article: 10

   

6. An ensemble learning interpretation of geometric semantic genetic programming

   • Grant Dick

   OriginalPaper Open access 11 March 2024 Article: 9

   

7. Cellular geometric semantic genetic programming

   • Lorenzo Bonin
   • Luigi Rovito
   • Luca Manzoni

   OriginalPaper Open access 21 February 2024 Article: 8

   

8. Neural network crossover in genetic algorithms using genetic programming

   • Kyle Pretorius
   • Nelishia Pillay

   OriginalPaper Open access 21 February 2024 Article: 7

   

9. Geometric semantic genetic programming with normalized and standardized random programs

   • Illya Bakurov
   • José Manuel Muñoz Contreras
   • Leonardo Vanneschi

   OriginalPaper 08 February 2024 Article: 6

   

10. Bridging directed acyclic graphs to linear representations in linear genetic programming: a case study of dynamic scheduling

    • Zhixing Huang
    • Yi Mei
    • Wolfgang Banzhaf

    OriginalPaper Open access 25 January 2024 Article: 5

    

11. Creative collaboration with interactive evolutionary algorithms: a reflective exploratory design study

    • Severi Uusitalo
    • Anna Kantosalo
    • Christian Guckelsberger

    OriginalPaper Open access 18 December 2023 Article: 4

    

12. Semantic mutation operator for a fast and efficient design of bent Boolean functions

    • Jakub Husa
    • Lukáš Sekanina

    OriginalPaper 08 December 2023 Article: 3

    

13. A geometric semantic macro-crossover operator for evolutionary feature construction in regression

    • Hengzhe Zhang
    • Qi Chen
    • Mengjie Zhang

    OriginalPaper 08 December 2023 Article: 2

    

14. Introduction to special issue on highlights of genetic programming 2022 events

    • Domagoj Jakobović
    • Eric Medvet
    • Leonardo Trujillo

    Editorial 08 December 2023 Article: 1

15. Response to comments on “Jaws 30”

    • W. B. Langdon

    Reply 22 November 2023 Article: 26

    

16. W. B. Langdon “Jaws 30”

    • Malcolm I. Heywood

    Commentary 22 November 2023 Article: 25

17. Veni, Vidi, Evolvi commentary on W. B. Langdon’s “Jaws 30”

    • Giovanni Squillero
    • Alberto Tonda

    Commentary Open access 22 November 2023 Article: 24

18. Commentary on “Jaws 30”, by W. B. Langdon

    • Alberto Bartoli
    • Luca Manzoni
    • Eric Medvet

    Commentary Open access 22 November 2023 Article: 23

19. New directions in fitness evaluation: commentary on Langdon’s JAWS30

    • Colin G. Johnson

    Commentary Open access 22 November 2023 Article: 22

20. Is the evolution metaphor still necessary or even useful for genetic programming?

    • Jason H. Moore

    Commentary Open access 22 November 2023 Article: 21

21. Commentary for the GPEM peer commentary special section on W. B. Langdon’s “Jaws 30”

    • Mauro Castelli

    Commentary Open access 22 November 2023 Article: 20

22. Jaws 30

    • W. B. Langdon

    OriginalPaper Open access 22 November 2023 Article: 19

    

23. Introduction to the peer commentary special section on “Jaws 30” by W. B. Langdon

    • Leonardo Vanneschi
    • Leonardo Trujillo

    Introduction 22 November 2023 Article: 18

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

    • David Wittenberg
    • Franz Rothlauf
    • Christian Gagné

    OriginalPaper Open access 08 November 2023 Article: 17

    

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

    • Gloria Pietropolli
    • Luca Manzoni
    • Mauro Castelli

    OriginalPaper Open access 28 October 2023 Article: 16

    

26. Semantic segmentation network stacking with genetic programming

    • Illya Bakurov
    • Marco Buzzelli
    • Leonardo Vanneschi

    ReviewPaper Open access 26 October 2023 Article: 15

    

27. A probabilistic meta-heuristic optimisation algorithm for image multi-level thresholding

    • Mohammad Hassan Tayarani Najaran

    Letter 24 October 2023 Article: 14

    

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

    • Fabrício Olivetti de França

    OriginalPaper 20 October 2023 Article: 13

    

29. Reward tampering and evolutionary computation: a study of concrete AI-safety problems using evolutionary algorithms

    • Mathias K. Nilsen
    • Tønnes F. Nygaard
    • Kai Olav Ellefsen

    OriginalPaper Open access 19 September 2023 Article: 12

    

30. Evolutionary design and analysis of ribozyme-based logic gates

    • Nicolas Kamel
    • Nawwaf Kharma
    • Jonathan Perreault

    OriginalPaper 05 September 2023 Article: 11

    

31. GAAMmf: genetic algorithm with aggressive mutation and decreasing feature set for feature selection

    • Rejer Izabela
    • Lorenz Krzysztof

    Research Open access 26 July 2023 Article: 10

    

32. Evolutionary design of swing-up controllers for stabilization task of underactuated inverted pendulums

    • Marlen Meza-Sánchez
    • M. C. Rodríguez-Liñán
    • Leonardo Herrera

    Research 22 July 2023 Article: 9

    

33. Nirupam Chakraborti: Data-Driven Evolutionary Modeling in Materials Technology

    • Evgeniya Kabliman

    BookReview Open access 01 July 2023 Article: 8

34. Evolutionary combination of connected event schemas into meaningful plots

    • Pablo Gervás
    • Gonzalo Méndez
    • Eugenio Concepción

    OriginalPaper Open access 07 June 2023 Article: 7

    

35. Fall compensation detection from EEG using neuroevolution and genetic hyperparameter optimisation

    • Jordan J. Bird
    • Ahmad Lotfi

    OriginalPaper Open access 17 May 2023 Article: 6

    

36. A comparison of an evolvable hardware controller with an artificial neural network used for evolving the gait of a hexapod robot

    • Fraser Borrett
    • Mark Beckerleg

    OriginalPaper Open access 28 March 2023 Article: 5

    

37. Matchmaker, matchmaker, make me a match: geometric, variational, and evolutionary implications of criteria for tag affinity

    • Matthew Andres Moreno
    • Alexander Lalejini
    • Charles Ofria

    OriginalPaper Open access 24 March 2023 Article: 4

    

38. SonOpt: understanding the behaviour of bi-objective population-based optimisation algorithms through sound

    • Tasos Asonitis
    • Richard Allmendinger
    • Ricardo Climent

    OriginalPaper Open access 13 March 2023 Article: 3

    

39. Framework for unsupervised incremental evolution of stylized images

    • Florian Uhde

    OriginalPaper Open access 28 February 2023 Article: 2

    

40. A new hybrid method of Evolutionary-Numerical algorithms to solve ODEs arising in physics and engineering

    • S. R. Mirshafaei
    • H. Saberi Najafi
    • A. H. Refahi Sheikhani

    OriginalPaper 14 February 2023 Article: 1

    

41. Benchmarking ensemble genetic programming with a linked list external memory on scalable partially observable tasks

    • Mihyar Al Masalma
    • Malcolm Heywood

    OriginalPaper 30 November 2022 Pages: 1 - 29

    

42. Experiments in evolutionary image enhancement with ELAINE

    • João Correia
    • Daniel Lopes
    • Penousal Machado

    OriginalPaper 01 November 2022 Pages: 557 - 579

    

43. Book Review: the evolution of complexity

    • Emily Dolson

    BookReview 21 September 2022 Pages: 585 - 587

44. Editorial Introduction

    • Leonardo Trujillo
    • Ting Hu
    • Mengjie Zhang

    EditorialNotes 20 August 2022 Pages: 305 - 307

45. Using estimation of distribution algorithm for procedural content generation in video games

    • Arash Moradi Karkaj
    • Shahriar Lotfi

    OriginalPaper 02 August 2022 Pages: 495 - 533

    

46. A novel tree-based representation for evolving analog circuits and its application to memristor-based pulse generation circuit

    • Xinming Shi
    • Leandro L. Minku
    • Xin Yao

    OriginalPaper Open access 21 July 2022 Pages: 453 - 493

    

47. Ying Bi, Bing Xue, Mengjie Zhang: Genetic programming for image classification—an automated approach to feature learning

    • Amelia Zafra

    EditorialNotes 25 June 2022 Pages: 589 - 590

48. Review: Machado, Romero and Greenfield (editors): Artificial intelligence and the arts

    • Anna Jordanous

    EditorialNotes 18 June 2022 Pages: 583 - 584

49. Melanie Mitchell: Artificial intelligence—a guide for thinking humans

    • Didem Özkiziltan

    EditorialNotes Open access 16 June 2022 Pages: 581 - 582

50. Severe damage recovery in evolving soft robots through differentiable programming

    • Kazuya Horibe
    • Kathryn Walker
    • Sebastian Risi

    OriginalPaper 12 June 2022 Pages: 405 - 426