| 2021 | EBIC.JL: an efficient implementation of evolutionary biclustering algorithm in Julia. | Pawel Renc, Patryk Orzechowski, Aleksander Byrski, Jaroslaw Was, Jason H. Moore |
| 2021 | Rapid prototyping of evolution-driven biclustering methods in Julia. | Pawel Renc, Patryk Orzechowski, Aleksander Byrski, Jaroslaw Was, Jason H. Moore |
| 2021 | The factory must grow: automation in Factorio. | Kenneth N. Reid, Iliya Miralavy, Stephen Kelly, Wolfgang Banzhaf, Cedric Gondro |
| 2021 | Advanced mine optimisation under uncertainty using evolution. | William Reid, Aneta Neumann, Simon Ratcliffe, Frank Neumann |
| 2021 | An empirical evaluation of permutation-based policies for stochastic RCPSP. | Olivier Regnier-Coudert, Guillaume Povda |
| 2021 | A two-phase surrogate approach for high-dimensional constrained discrete multi-objective optimization. | Rommel G. Regis |
| 2021 | Impact of energy efficiency on the morphology and behaviour of evolved robots. | Margarita Rebolledo, Daan Zeeuwe, Thomas Bartz-Beielstein, A. E. Eiben |
| 2021 | Multi-objective genetic programming for symbolic regression with the adaptive weighted splines representation. | Christian Raymond, Qi Chen, Bing Xue, Mengjie Zhang |
| 2021 | Genetic adversarial training of decision trees. | Francesco Ranzato, Marco Zanella |
| 2021 | A grouping genetic algorithm for the unrelated parallel-machine scheduling problem. | Octavio Ramos-Figueroa, Marcela Quiroz-Castellanos |
| 2021 | MA-ABC: a memetic algorithm optimizing attractiveness, balance, and cost for capacitated Arc routing problems. | Muhilan Ramamoorthy, Stephanie Forrest, Violet R. Syrotiuk |
| 2021 | Policy manifold search: exploring the manifold hypothesis for diversity-based neuroevolution. | Nemanja Rakicevic, Antoine Cully, Petar Kormushev |
| 2021 | Stagnation detection in highly multimodal fitness landscapes. | Amirhossein Rajabi, Carsten Witt |
| 2021 | Exact and approximate USCP with branch and bound. | Janez Radescek, Matjaz Depolli |
| 2021 | Using reinforcement learning for tuning genetic algorithms. | Jos Quevedo, Marwan F. Abdelatti, Farhad Imani, Manbir Sodhi |
| 2021 | Black-box adversarial attacks using evolution strategies. | Hao Qiu, Leonardo Lucio Custode, Giovanni Iacca |
| 2021 | Cooperative coevolutionary multiobjective genetic programming for microarray data classification. | Yang Qing, Chi Ma, Yu Zhou, Xiao Zhang, Haowen Xia |
| 2021 | Direct linkage discovery with empirical linkage learning. | Michal Witold Przewozniczek, Marcin Michal Komarnicki, Bartosz Frej |
| 2021 | Hybrid linkage learning for permutation optimization with Gene-pool optimal mixing evolutionary algorithms. | Michal Witold Przewozniczek, Marcin M. Komarnicki, Peter A. N. Bosman, Dirk Thierens, Bartosz Frej, Ngoc Hoang Luong |
| 2021 | Multi-objective parameter-less population pyramid in solving the real-world and theoretical problems. | Michal Witold Przewozniczek, Piotr Dziurzanski, Shuai Zhao, Leandro Soares Indrusiak |
| 2021 | A bio-inspired spatial defence strategy for collective decision making in self-organized swarms. | Judhi Prasetyo, Giulia De Masi, Raina Zakir, Muhanad H. Mohammed Alkilabi, Elio Tuci, Eliseo Ferrante |
| 2021 | Explaining SOMA: the relation of stochastic perturbation to population diversity and parameter space coverage. | Michal Pluhacek, Anezka Kazikova, Tomas Kadavy, Adam Viktorin, Roman Senkerik |
| 2021 | On the genotype compression and expansion for evolutionary algorithms in the continuous domain. | Lucija Planinic, Marko Djurasevic, Luca Mariot, Domagoj Jakobovic, Stjepan Picek, Carlos A. Coello Coello |
| 2021 | Interaction between model and its evolution control in surrogate-assisted CMA evolution strategy. | Zbynek Pitra, Marek Hanus, Jan Koza, Jir Tumpach, Martin Holena |
| 2021 | Towards a green AI: evolutionary solutions for an ecologically viable artificial intelligence. | Nayat Snchez-Pi, Luis Mart |