| 2019 | A Genetic Programming Approach to Predict Mosquitoes Abundance. Riccardo Gervasi, Irene Azzali, Donal Bisanzio, Andrea Mosca, Luigi Bertolotti, Mario Giacobini |
| 2019 | A Model of External Memory for Navigation in Partially Observable Visual Reinforcement Learning Tasks. Robert J. Smith, Malcolm I. Heywood |
| 2019 | A Vectorial Approach to Genetic Programming. Irene Azzali, Leonardo Vanneschi, Sara Silva, Illya Bakurov, Mario Giacobini |
| 2019 | Ariadne: Evolving Test Data Using Grammatical Evolution. Muhammad Sheraz Anjum, Conor Ryan |
| 2019 | Can Genetic Programming Do Manifold Learning Too? Andrew Lensen, Bing Xue, Mengjie Zhang |
| 2019 | Cartesian Genetic Programming as an Optimizer of Programs Evolved with Geometric Semantic Genetic Programming. Ondrej Koncal, Lukás Sekanina |
| 2019 | Comparison of Genetic Programming Methods on Design of Cryptographic Boolean Functions. Jakub Husa |
| 2019 | Complex Network Analysis of a Genetic Programming Phenotype Network. Ting Hu, Marco Tomassini, Wolfgang Banzhaf |
| 2019 | Evolving AVX512 Parallel C Code Using GP. William B. Langdon, Ronny Lorenz |
| 2019 | Fast DENSER: Efficient Deep NeuroEvolution. Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro |
| 2019 | Fault Detection and Classification for Induction Motors Using Genetic Programming. Yu Zhang, Ting Hu, Xiaodong Liang, Mohammad Zawad Ali, Md. Nasmus Sakib Khan Shabbir |
| 2019 | Genetic Programming - 22nd European Conference, EuroGP 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24-26, 2019, Proceedings Lukás Sekanina, Ting Hu, Nuno Lourenço, Hendrik Richter, Pablo García-Sánchez |
| 2019 | Hyper-bent Boolean Functions and Evolutionary Algorithms. Luca Mariot, Domagoj Jakobovic, Alberto Leporati, Stjepan Picek |
| 2019 | Improving Genetic Programming with Novel Exploration - Exploitation Control. Jonathan Kelly, Erik Hemberg, Una-May O'Reilly |
| 2019 | Learning Class Disjointness Axioms Using Grammatical Evolution. Thu Huong Nguyen, Andrea G. B. Tettamanzi |
| 2019 | Quantum Program Synthesis: Swarm Algorithms and Benchmarks. Timothy Atkinson, Athena Karsa, John H. Drake, Jerry Swan |
| 2019 | Solution and Fitness Evolution (SAFE): Coevolving Solutions and Their Objective Functions. Moshe Sipper, Jason H. Moore, Ryan J. Urbanowicz |
| 2019 | Towards a Scalable EA-Based Optimization of Digital Circuits. Jitka Kocnová, Zdenek Vasícek |
| 2019 | Why Is Auto-Encoding Difficult for Genetic Programming? James McDermott |