| 2021 | An Adaptive and Near Parameter-Free BRKGA Using Q-Learning Method. | Antnio Augusto Chaves, Luiz Henrique Nogueira Lorena |
| 2021 | Contrapuntal Composition and Autonomous Style Development of Organum Motets by using AntsOMG. | Chun-Yien Chang, Ying-Ping Chen |
| 2021 | Probabilistic Fitting of Glucose Models with Real-Coded Genetic Algorithms. | Carlos Cervign, J. Manuel Velasco, Clara Burgos Simn, Rafael J. Villanueva, Jos Ignacio Hidalgo |
| 2021 | A Dynamic Multiagent Genetic Algorithm for Optimal Charging in Wireless Rechargeable Sensor Networks. | Yating Cao, Jing Liu, Zhouwu Xu |
| 2021 | An Improved MOEA/D Framework with Multoperator Strategies for Multi-objective Optimization Problems with a Large Scale of Variables. | Zijian Cao, Chen Liu, Zhenyu Wang, Haowen Jia |
| 2021 | The Performance Effect of Model Accuracy on Classification-Assisted Evolutionary Algorithms. | Chang Cao, Xiaofen Lu, Yachen Li, Junda Zhu, Ke Tang |
| 2021 | A Reactive Multi-agent System for Self-healing in Smart Distribution Grids. | Italo Ramon da Costa Campos, Filipe Saraiva |
| 2021 | Multi-Task Learning for Multi-Objective Evolutionary Neural Architecture Search. | Ronghong Cai, Jianping Luo |
| 2021 | A Multiobjective Optimization Approach for Reducing Air Traffic Collision Risk. | Qing Cai, Haojie Ang, Sameer Alam |
| 2021 | Differential Evolution with Distance-based Mutation-selection Applied to CEC 2021 Single Objective Numerical Optimisation. | Petr Bujok, Patrik Kolenovsky |
| 2021 | Complexity-Based Lambda Layer for Time Series Prediction. | Kenneth Brezinski, Ken Ferens |
| 2021 | Self-adaptive Differential Evolution Algorithm with Population Size Reduction for Single Objective Bound-Constrained Optimization: Algorithm j21. | Janez Brest, Mirjam Sepesy Maucec, Borko Boskovic |
| 2021 | GPU-Accelerated Parallel Gene-pool Optimal Mixing Applied to Multi-Objective Deformable Image Registration. | Anton Bouter, Tanja Alderliesten, Peter A. N. Bosman |
| 2021 | Improving Differential Evolution through Bayesian Hyperparameter Optimization. | Subhodip Biswas, Debanjan Saha, Shuvodeep De, Adam D. Cobb, Swagatam Das, Brian Jalaian |
| 2021 | Compressor Schedule Optimization for a Refrigerated Warehouse Using Metaheuristic Algorithms. | Rafal Biedrzycki, Kamil Kwiatkowski, Pawel Cichosz |
| 2021 | Comparison with State-of-the-Art: Traps and Pitfalls. | Rafal Biedrzycki |
| 2021 | Memetic Differential Evolution Using Coordinate Descent. | Azam Asilian Bidgoli, Shahryar Rahnamayan |
| 2021 | Using Genetic Algorithms To Select Test Cases For Finite State Machines With Timeouts. | Miguel Benito-Parejo, Mercedes G. Merayo |
| 2021 | Tracking the Heritage of Genes in Evolutionary Algorithms. | Tobias Benecke, Sanaz Mostaghim |
| 2021 | A Population Size Dynamic Reduction Criterion in PSO Algorithms. | Samuel C. A. Baslio, Afonso C. C. Lemonge, rica C. R. Carvalho |
| 2021 | Optimization and Adaptation of a Resource Planning Tool for Hospitals Under Special Consideration of the COVID-19 Pandemic. | Thomas Bartz-Beielstein, Marcel Drscher, Alpar Gr, Alexander Hinterleitner, Tom Lawton, Olaf Mersmann, Dessislava Peeva, Lennard Reese, Nicolas Rehbach, Frederik Rehbach, Amrita Sen, Aleksandr Subbotin, Martin Zaefferer |
| 2021 | Dynamic Optimal Power Flow Based on a Spatio-Temporal Wind Speed Forecast Model. | Wenlei Bai, Xinxin Zhu, Kwang Y. Lee |
| 2021 | Smart Multi-Objective Evolutionary GAN. | Marco Baioletti, Gabriele Di Bari, Valentina Poggioni, Carlos Artemio Coello Coello |
| 2021 | Adaptive Differential Evolution based on Exploration and Exploitation Control. | Hao Bai, Changwu Huang, Xin Yao |
| 2021 | Caching and Vectorization Schemes to Accelerate Local Search Algorithms for Assignment Problems. | Mohammad Bagherbeik, Ali Sheikholeslami |