| 2021 | On the Application of ϵ-Lexicase Selection in the Generation of Dispatching Rules. | Lucija Planinic, Marko Durasevic, Domagoj Jakobovic |
| 2021 | Cheating Like The Neighbors: Logarithmic Complexity For Fitness Evaluation In Genetic Algorithms. | Erik Pitzer, Michael Affenzeller |
| 2021 | Two Stage Quantum Optimization for the School Timetabling Problem. | Otto Menegasso Pires, Rafael de Santiago, Jerusa Marchi |
| 2021 | Automated Hypotheses Generation via Combinatorial Causal Optimization. | Roberto Pietrantuono |
| 2021 | Adaptive Navigation Strategies in Evolutionary Robotics Controllers with Location Perception. | Antin Phillips, Mathys C. du Plessis |
| 2021 | Monitoring Water Resources through a Bayesian Optimization-based Approach using Multiple Surface Vehicles: The Ypacarai Lake Case Study. | Federico Peralta, Samuel Yanes Luis, Daniel Gutirrez-Reina, Sergio Toral |
| 2021 | Local Optima Network Sampling for Permutation Flowshop. | Lucas Marcondes Pavelski, Marie-Elonore Kessaci, Myriam R. B. S. Delgado |
| 2021 | Multi-Objective Hyperparameter Optimization for Spiking Neural Network Neuroevolution. | Maryam Parsa, Shruti R. Kulkarni, Mark Coletti, Jeffrey K. Bassett, J. Parker Mitchell, Catherine D. Schuman |
| 2021 | Tackling the Subset Sum Problem with Fixed Size using an Integer Representation Scheme. | Victor Parque |
| 2021 | A Differential Particle Scheme with Successful Parent Selection and its Application to PID Control Tuning. | Victor Parque |
| 2021 | If You Can't Beat It, Squash It: Simplify Global Optimization by Evolving Dilation Functions. | Daniele M. Papetti, Daniel A. Ashlock, Paolo Cazzaniga, Daniela Besozzi, Marco S. Nobile |
| 2021 | A Novel Evolutionary Algorithm with Adaptation Mechanism for Fuzzy Permutation Flow-Shop Scheduling. | Zi-Xiao Pan, Ling Wang, Jing-Fang Chen, Yuting Wu |
| 2021 | Using a Genetic Algorithm-based Hyper-heuristic to Tune MOEA/D for a Set of Various Test Problems. | Lie Meng Pang, Hisao Ishibuchi, Ke Shang |
| 2021 | Genetic Programming with Algebraic Simplification for Dynamic Job Shop Scheduling. | Sai Panda, Yi Mei |
| 2021 | Multi-Objective Optimisation of Robotic Active Particle Swarms for Continuous Repair of Large Scale High Value Structures. | John Oyekan |
| 2021 | Comparative Performances of Neural Networks of Variant Architectures Trained with Backpropagation and Differential Evolution. | Zakaria Oussalem, Rochan Avlur Venkat, Jahnavi Malagavalli, Arya Kumar Bhattacharya |
| 2021 | Hybrid Quantum Computing - Tabu Search Algorithm for Partitioning Problems: Preliminary Study on the Traveling Salesman Problem. | Eneko Osaba, Esther Villar-Rodriguez, Izaskun Oregi, Aitor Moreno-Fernandez-de-Leceta |
| 2021 | A Genetic Algorithm for the Nesting Problem With Continuous Rotations. | Wesley H. B. Nunes, Mayron C. O. Moreira, Marina Andretta |
| 2021 | Distance-weighted Exponential Natural Evolution Strategy for Implicitly Constrained Black-Box Function Optimization. | Masahiro Nomura, Nobuyuki Sakai, Nobusumi Fukushima, Isao Ono |
| 2021 | A Max-Min Ant System based on Decomposition for the Multi-Depot Cumulative Capacitated Vehicle Routing Problem. | Mengyi Niu, Ruochen Liu, Handing Wang |
| 2021 | Comparison of Adaptive Differential Evolution Algorithms on the MOEA/D-DE Framework. | Kei Nishihara, Masaya Nakata |
| 2021 | Constructing Complexity-efficient Features in XCS with Tree-based Rule Conditions. | Trung B. Nguyen, Will N. Browne, Mengjie Zhang |
| 2021 | Genetic Algorithm Performance and the Influence of its Control Parameters on the Optimization of Optical Lens Design. | N. Hesam Mahmoudi Nezhad, Mohamad Ghaffarian Niasar |
| 2021 | Covariance Pattern Search with Eigenvalue-determined Radii. | Ferrante Neri, Yuyang Zhou |
| 2021 | A Two-stage Hypervolume Contribution Approximation Method Based on R2 Indicator. | Yang Nan, Ke Shang, Hisao Ishibuchi, Linjun He |