| 2020 | Evolved Gossip Contracts - A Framework for Designing Multi-agent Systems. | Nicola Mc Donnell, Enda Howley, Jim Duggan |
| 2020 | Maximizing Submodular or Monotone Functions Under Partition Matroid Constraints by Multi-objective Evolutionary Algorithms. | Anh Viet Do, Frank Neumann |
| 2020 | Exponential Upper Bounds for the Runtime of Randomized Search Heuristics. | Benjamin Doerr |
| 2020 | Lower Bounds for Non-elitist Evolutionary Algorithms via Negative Multiplicative Drift. | Benjamin Doerr |
| 2020 | Multi-objective Optimization by Uncrowded Hypervolume Gradient Ascent. | Timo M. Deist, Stefanus C. Maree, Tanja Alderliesten, Peter A. N. Bosman |
| 2020 | Multi-Objective Counterfactual Explanations. | Susanne Dandl, Christoph Molnar, Martin Binder, Bernd Bischl |
| 2020 | Generic Relative Relations in Hierarchical Gene Expression Data Classification. | Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski |
| 2020 | Parallelized Bayesian Optimization for Expensive Robot Controller Evolution. | Margarita Alejandra Rebolledo Coy, Frederik Rehbach, A. E. Eiben, Thomas Bartz-Beielstein |
| 2020 | Evolutionary Multi-objective Design of SARS-CoV-2 Protease Inhibitor Candidates. | Tim Cofala, Lars Elend, Philip Mirbach, Jonas Prellberg, Thomas Teusch, Oliver Kramer |
| 2020 | Decentralized Combinatorial Optimization. | Lee A. Christie |
| 2020 | Proposal of a Realistic Many-Objective Test Suite. | Weiyu Chen, Hisao Ishibuchi, Ke Shang |
| 2020 | A Search for Additional Structure: The Case of Cryptographic S-boxes. | Claude Carlet, Marko Djurasevic, Domagoj Jakobovic, Stjepan Picek |
| 2020 | Optimal Mutation Rates for the (1+λ ) EA on OneMax. | Maxim Buzdalov, Carola Doerr |
| 2020 | Hybridizing the 1/5-th Success Rule with Q-Learning for Controlling the Mutation Rate of an Evolutionary Algorithm. | Arina Buzdalova, Carola Doerr, Anna Rodionova |
| 2020 | Optimising Tours for the Weighted Traveling Salesperson Problem and the Traveling Thief Problem: A Structural Comparison of Solutions. | Jakob Bossek, Aneta Neumann, Frank Neumann |
| 2020 | Evolving Sampling Strategies for One-Shot Optimization Tasks. | Jakob Bossek, Carola Doerr, Pascal Kerschke, Aneta Neumann, Frank Neumann |
| 2020 | Solution Repair by Inequality Network Propagation in LocalSolver. | La Blaise, Christian Artigues, Thierry Benoist |
| 2020 | Evolving Deep Forest with Automatic Feature Extraction for Image Classification Using Genetic Programming. | Ying Bi, Bing Xue, Mengjie Zhang |
| 2020 | Optimality-Based Analysis of XCSF Compaction in Discrete Reinforcement Learning. | Jordan T. Bishop, Marcus Gallagher |
| 2020 | Biologically Plausible Learning of Text Representation with Spiking Neural Networks. | Marcin Bialas, Marcin Michal Mironczuk, Jacek Mandziuk |
| 2020 | A Permutational Boltzmann Machine with Parallel Tempering for Solving Combinatorial Optimization Problems. | Mohammad Bagherbeik, Parastoo Ashtari, Seyed Farzad Mousavi, Kouichi Kanda, Hirotaka Tamura, Ali Sheikholeslami |
| 2020 | Runtime Analysis of a Heavy-Tailed (1+(λ , λ )) Genetic Algorithm on Jump Functions. | Denis Antipov, Benjamin Doerr |
| 2020 | First Steps Towards a Runtime Analysis When Starting with a Good Solution. | Denis Antipov, Maxim Buzdalov, Benjamin Doerr |
| 2020 | Model-Based Algorithm Configuration with Default-Guided Probabilistic Sampling. | Marie Anastacio, Holger H. Hoos |
| 2020 | Human-Like Summaries from Heterogeneous and Time-Windowed Software Development Artefacts. | Mahfouth Alghamdi, Christoph Treude, Markus Wagner |