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Genetic Programming and Evolvable Machines, Volume 25
Volume 25, Number 1, June 2024
- Domagoj Jakobovic, Eric Medvet, Gisele L. Pappa, Leonardo Trujillo
:
Introduction to special issue on highlights of genetic programming 2022 events. 1 - Hengzhe Zhang, Qi Chen
, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang:
A geometric semantic macro-crossover operator for evolutionary feature construction in regression. 2 - Jakub Husa
, Lukás Sekanina
:
Semantic mutation operator for a fast and efficient design of bent Boolean functions. 3 - Severi Uusitalo
, Anna Kantosalo, Antti Salovaara
, Tapio Takala
, Christian Guckelsberger
:
Creative collaboration with interactive evolutionary algorithms: a reflective exploratory design study. 4 - Zhixing Huang
, Yi Mei, Fangfang Zhang, Mengjie Zhang, Wolfgang Banzhaf:
Bridging directed acyclic graphs to linear representations in linear genetic programming: a case study of dynamic scheduling. 5 - Illya Bakurov, Jose Manuel Muñoz Contreras, Mauro Castelli
, Nuno M. Rodrigues, Sara Silva, Leonardo Trujillo, Leonardo Vanneschi
:
Geometric semantic genetic programming with normalized and standardized random programs. 6 - Kyle W. Pretorius, Nelishia Pillay:
Neural network crossover in genetic algorithms using genetic programming. 7 - Lorenzo Bonin, Luigi Rovito
, Andrea De Lorenzo, Luca Manzoni:
Cellular geometric semantic genetic programming. 8 - Grant Dick:
An ensemble learning interpretation of geometric semantic genetic programming. 9 - Rahul Kapoor, Nelishia Pillay:
A genetic programming approach to the automated design of CNN models for image classification and video shorts creation. 10 - Glender Brás, Alisson Marques Silva, Elizabeth F. Wanner
:
A genetic algorithm for rule extraction in fuzzy adaptive learning control networks. 11 - Rohin Gupta, Sandeep Singh Gill:
A new representation in 3D VLSI floorplan: 3D O-Tree. 12 - Jiayu Liang, Hanqi Cao, Yaxin Lu, Mingming Su:
Architecture search of accurate and lightweight CNNs using genetic algorithm. 13 - Ved Prakash, Sumit Mishra:
Hierarchical non-dominated sort: analysis and improvement. 14
Volume 25, Number 2, December 2024
- Jonathan E. Rowe:
Benjamin Doerr and Frank Neumann (editors): theory of evolutionary computation. 15 - Wolfgang Banzhaf:
"The physics of evolution" by Michael W. Roth, Crc press, 2023. 16 - Giorgia Nadizar, Berfin Sakallioglu
, Fraser Garrow, Sara Silva, Leonardo Vanneschi
:
Geometric semantic GP with linear scaling: Darwinian versus Lamarckian evolution. 17 - Yazmín Maldonado, Ruben Salas, Joel A. Quevedo, Rogelio Valdez, Leonardo Trujillo:
GSGP-hardware: instantaneous symbolic regression with an FPGA implementation of geometric semantic genetic programming. 18 - Davide Farinati
, Leonardo Vanneschi
:
A survey on dynamic populations in bio-inspired algorithms. 19 - Jiayu Liang, Yaxin Lu, Mingming Su:
Hga-lstm: LSTM architecture and hyperparameter search by hybrid GA for air pollution prediction. 20 - Erik Hemberg, Stephen Moskal, Una-May O'Reilly:
Evolving code with a large language model. 21 - Lee Spector
, Leonardo Trujillo:
Chief editorship transition. 22 - Beatrice M. Ombuki-Berman:
Leonardo Vanneschi and Sara Silva: lectures on intelligent systems. 23 - Aidan Murphy
, Mahsa Mahdinejad
, Anthony Ventresque
, Nuno Lourenço
:
An investigation into structured grammatical evolution initialisation. 24

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