| 2021 | A Novel Evolving Classifier with a False Alarm Class for Speed Limit Sign Recognition. | Pubudu Sanjeewani, Brijesh K. Verma, Joseph Affum |
| 2021 | Modified Decomposition Framework and Algorithm for Many-objective Topology and Weight Evolution of Neural Networks. | Adham Salih, Amiram Moshaiov |
| 2021 | Optimal Control Policies to Address the Pandemic Health-Economy Dilemma. | Rohit Salgotra, Amiram Moshaiov, Thomas Seidelmann, Dominik Fischer, Sanaz Mostaghim |
| 2021 | Evolutionary Clustering Algorithm Using Supervised Classifiers. | Benjamin Mario Sainz-Tinajero, Andrs Eduardo Gutirrez-Rodrguez, Hector G. Ceballos, Francisco J. Cant Ortiz |
| 2021 | Exploiting Linear Interpolation of Variational Autoencoders for Satisfying Preferences in Evolutionary Design Optimization. | Sneha Saha, Leandro L. Minku, Xin Yao, Bernhard Sendhoff, Stefan Menzel |
| 2021 | A New Optimization Approach for Task Scheduling Problem Using Water Cycle Algorithm in Mobile Cloud Computing. | Behzad Saemi, Mehdi Sadeghilalimi, Ali Asghar Rahmani Hosseinabadi, Malek Mouhoub, Samira Sadaoui |
| 2021 | Quantum-Inspired Differential Evolution for Resource-Constrained Project-Scheduling: Preliminary Study. | Hatem M. H. Saad, Ripon K. Chakrabortty, Saber M. Elsayed |
| 2021 | Evaluation of Communities from Exploratory Evolutionary Compression of Weighted Graphs. | Emilia Rutkowski, James Sargant, Sheridan K. Houghten, Joseph Alexander Brown |
| 2021 | Machine Learning for Determining the Transition Point in Hybrid Metaheuristics. | Antonio Boluf Rhler, Ye Yuan |
| 2021 | An Exploration-only Exploitation-only Hybrid for Large Scale Global Optimization. | Antonio Boluf Rhler, Dania Tamayo-Vera |
| 2021 | Evolutionary Hyperparameter Optimisation for Sentence Classification. | Brendan Rogers, Nasimul Noman, Stephan K. Chalup, Pablo Moscato |
| 2021 | An Empirical Study on the Use of the S-energy Performance Indicator in Mating Restriction Schemes for Multi-Objective Optimizers. | Amn V. Bernab Rodrguez, Carlos A. Coello Coello |
| 2021 | A Multi-objective Iterated Local Search Approach to Solve the Insular Traveling Salesman Problem. | Sebastin Rodrguez-Zbinden, Elizabeth Montero, Carola Blazquez, Pablo Miranda |
| 2021 | Evolution of Generative Adversarial Networks Using PSO for Synthesis of COVID-19 Chest X-ray Images. | Juan-Antonio Rodrguez-de-la-Cruz, Hctor-Gabriel Acosta-Mesa, Efrn Mezura-Montes |
| 2021 | Particle Swarm Optimisation for Analysing Time-Dependent Photoluminescence Data. | Demelza Robinson, Qi Chen, Bing Xue, Isabella Wagner, Michael Price, Paul Hume, Kai Chen, Justin Hodgkiss, Mengjie Zhang |
| 2021 | Genetic Algorithm for Feature and Latent Variable Selection for Nutrient Assessment in Horticultural Products. | Demelza Robinson, Qi Chen, Bing Xue, Daniel Killeen, Sara Fraser-Miller, Keith C. Gordon, Indrawati Oey, Mengjie Zhang |
| 2021 | Exploiting Local Geometric Features in Vehicle Design Optimization with 3D Point Cloud Autoencoders. | Thiago Rios, Bas van Stein, Patricia Wollstadt, Thomas Bck, Bernhard Sendhoff, Stefan Menzel |
| 2021 | Exploration Of Encoding And Decoding Methods For Spiking Neural Networks On The Cart Pole And Lunar Lander Problems Using Evolutionary Training. | Andrew W. Rafe, Jaime Andres Garcia, William L. Raffe |
| 2021 | Fitness Caching - From a Minor Mechanism to Major Consequences in Modern Evolutionary Computation. | Michal Witold Przewozniczek, Marcin M. Komarnicki |
| 2021 | Cheapest Insertion and Disruption of Routes Operators for Solving Multi-Depot Electric Vehicle Location Routing Problem with Time Windows and Battery Swapping via GRASP and RVND. | Brulio M. O. Portela, Heder S. Bernardino, Luciana Brugiolo Gonalves, Stnio S Rosrio Furtado Soares |
| 2021 | Multi-Objective Evolutionary Design of Composite Data-Driven Models. | Iana S. Polonskaia, Nikolay O. Nikitin, Ilia Revin, Pavel Vychuzhanin, Anna V. Kalyuzhnaya |
| 2021 | Meta-heuristic Algorithm As Feature Selector For Convolutional Neural Networks. | Dawid Polap, Marcin Wozniak, Jacek Mandziuk |
| 2021 | Domain-driven Correlation-aware Recombination and Mutation Operators for Complex Real-world Applications. | Christina Plump, Bernhard J. Berger, Rolf Drechsler |
| 2021 | Improving Evolutionary Algorithms by Enhancing an Approximative Fitness Function through Prediction Intervals. | Christina Plump, Bernhard J. Berger, Rolf Drechsler |
| 2021 | Polar Bear Optimization For Industrial Computed Tomography With Incomplete Data. | Mariusz Pleszczynski, Adam Zielonka, Dawid Polap, Marcin Wozniak, Jacek Mandziuk |