EuroGP B

23 papers

YearTitle / Authors
2023A Boosting Approach to Constructing an Ensemble Stack.
Zhilei Zhou, Ziyu Qiu, Brad Niblett, Andrew Johnston, Jeffrey Schwartzentruber, Nur Zincir-Heywood, Malcolm I. Heywood
2023A Genetic Programming Encoder for Increasing Autoencoder Interpretability.
Finn Schofield, Luis Slyfield, Andrew Lensen
2023A Self-Adaptive Approach to Exploit Topological Properties of Different GAs' Crossover Operators.
José Ferreira, Mauro Castelli, Luca Manzoni, Gloria Pietropolli
2023Adaptive Batch Size CGP: Improving Accuracy and Runtime for CGP Logic Optimization Flow.
Bryan Martins Lima, Naiara Sachetti, Augusto Andre Souza Berndt, Cristina Meinhardt, Jônata Tyska Carvalho
2023All You Need is Sex for Diversity.
José Maria Simões, Nuno Lourenço, Penousal Machado
2023Context Matters: Adaptive Mutation for Grammars.
Pedro Carvalho, Jessica Mégane, Nuno Lourenço, Penousal Machado
2023Domain-Aware Feature Learning with Grammar-Guided Genetic Programming.
Leon Ingelse, Alcides Fonseca
2023Faster Convergence with Lexicase Selection in Tree-Based Automated Machine Learning.
Nicholas Matsumoto, Anil Kumar Saini, Pedro Henrique Ribeiro, Hyunjun Choi, Alena Orlenko, Leo-Pekka Lyytikäinen, Jari O. Laurikka, Terho Lehtimäki, Sandra Batista, Jason H. Moore
2023GPAM: Genetic Programming with Associative Memory.
Tadeas Juza, Lukás Sekanina
2023Genetic Improvement of LLVM Intermediate Representation.
William B. Langdon, Afnan A. Al-Subaihin, Aymeric Blot, David Clark
2023Genetic Programming - 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12-14, 2023, Proceedings
Gisele L. Pappa, Mario Giacobini, Zdenek Vasícek
2023Grammatical Evolution with Code2vec.
Michal Kowalczykiewicz, Piotr Lipinski
2023Graph Networks as Inductive Bias for Genetic Programming: Symbolic Models for Particle-Laden Flows.
Julia Reuter, Hani Elmestikawy, Fabien Evrard, Sanaz Mostaghim, Berend G. M. van Wachem
2023Interacting Robots in an Artificial Evolutionary Ecosystem.
Matteo De Carlo, Eliseo Ferrante, Jacintha Ellers, Gerben Meynen, A. E. Eiben
2023MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning.
Hengzhe Zhang, Qi Chen, Alberto Tonda, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
2023MTGP: Combining Metamorphic Testing and Genetic Programming.
Dominik Sobania, Martin Briesch, Philipp Röchner, Franz Rothlauf
2023Memetic Semantic Genetic Programming for Symbolic Regression.
Alessandro Ferreira Leite, Marc Schoenauer
2023On the Effects of Collaborators Selection and Aggregation in Cooperative Coevolution: An Experimental Analysis.
Giorgia Nadizar, Eric Medvet
2023Phenotype Search Trajectory Networks for Linear Genetic Programming.
Ting Hu, Gabriela Ochoa, Wolfgang Banzhaf
2023Small Solutions for Real-World Symbolic Regression Using Denoising Autoencoder Genetic Programming.
David Wittenberg, Franz Rothlauf
2023Spatial Genetic Programming.
Iliya Miralavy, Wolfgang Banzhaf
2023To Bias or Not to Bias: Probabilistic Initialisation for Evolving Dispatching Rules.
Marko Durasevic, Francisco Javier Gil Gala, Domagoj Jakobovic
2023Using FPGA Devices to Accelerate Tree-Based Genetic Programming: A Preliminary Exploration with Recent Technologies.
Christopher Crary, Wesley Piard, Greg Stitt, Caleb Bean, Benjamin M. Hicks