| 2021 | Comparing Selection Hyper-Heuristics for Many-Objective Numerical Optimization. | Sandra M. Venske, Carolina P. de Almeida, Myriam Regattieri Delgado |
| 2021 | Training Convolutional Neural Networks with Differential Evolution using Concurrent Task Apportioning on Hybrid CPU-GPU Architectures. | Rochan Avlur Venkat, Zakaria Oussalem, Arya Kumar Bhattacharya |
| 2021 | A Comparison of Evolutionary and Neural Attention Modeling Relative to Adversarial Learning. | Charlie T. Veal, Marshall B. Lindsay, Scott D. Kovaleski, Derek T. Anderson, Stanton R. Price |
| 2021 | HIDMS-PSO with Bio-inspired Fission-Fusion Behaviour and a Quorum Decision Mechanism. | Fevzi Tugrul Varna, Phil Husbands |
| 2021 | Genetic Algorithm Assisted HIDMS-PSO: A New Hybrid Algorithm for Global Optimisation. | Fevzi Tugrul Varna, Phil Husbands |
| 2021 | IPOP-CMA-ES and the Influence of Different Deviation Measures for Agent-Based Model Calibration. | Vctor Vargas-Prez, Manuel Chica, Oscar Cordn |
| 2021 | An Ensemble of Scalarizing Functions and Weight Vectors for Evolutionary Multi-Objective Optimization. | Diana Cristina Valencia-Rodrguez, Carlos A. Coello Coello |
| 2021 | Random Selection of Parameters in Asynchronous Pool-Based Evolutionary Algorithms. | Mario Garca Valdez, Rene Mrquez Valenzuela, Leonardo Trujillo, Juan Julin Merelo |
| 2021 | A General Framework Based on Walsh Decomposition for Combinatorial Optimization Problems. | Imanol Unanue, Mara Merino, Jos Antonio Lozano |
| 2021 | Adaptation of Search Generations in Extreme Learning Assisted MOEA/D Based on Estimation Accuracy of Surrogate Model. | Koki Tsujino, Tomohiro Harada, Ruck Thawonmas |
| 2021 | Multi-Armed Bandits for Many-Task Evolutionary Optimization. | Le Tien Thanh, Le Van Cuong, Ta Bao Thang, Huynh Thi Thanh Binh |
| 2021 | The Sectional Art Gallery and an Evolutionary Algorithm for Approaching Its Minimum Point Guard Problem. | Fynn Terhar, Christian Icking |
| 2021 | DES-HyperNEAT: Towards Multiple Substrate Deep ANNs. | Amund Tenstad, Pauline C. Haddow |
| 2021 | A Novel Scalable Framework For Constructing Dynamic Multi-objective Optimization Problems. | Qingshan Tan, Changhe Li, Hai Xia, Sanyou Zeng, Shengxiang Yang |
| 2021 | The Impact of Representation on the Optimization of Marker Panels for Single-cell RNA Data. | Andrea Tangherloni, Simone G. Riva, Simone Spolaor, Daniela Besozzi, Marco S. Nobile, Paolo Cazzaniga |
| 2021 | Optimal Production Scheduling using a Production Simulator by Modified Brain Storm Optimization. | Kenjiro Takahashi, Yoshikazu Fukuyama, Shuhei Kawaguchi, Takaomi Sato |
| 2021 | An Adaptive Differential Evolution Algorithm Utilizing Failure Information and Success Information. | Tetsuyuki Takahama, Setsuko Sakai |
| 2021 | Weight Vector Arrangement Using Virtual Objective Vectors in Decomposition-based MOEA. | Tomoaki Takagi, Keiki Takadama, Hiroyuki Sato |
| 2021 | XCS with Weight-based Matching in VAE Latent Space and Additional Learning of High-Dimensional Data. | Masakazu Tadokoro, Hiroyuki Sato, Keiki Takadama |
| 2021 | Multi-objective Coevolution and Decision-making for Cooperative and Competitive Environments. | Anirudh Suresh, Jaturong Kongmanee, Kalyanmoy Deb, Vishnu Naresh Boddeti |
| 2021 | Multiple-Preys Pursuit based on Biquadratic Assignment Problem. | Lijun Sun, Chao Lyu, Yuhui Shi, Chin-Teng Lin |
| 2021 | Semantic Neighborhood Ordering in Multi-objective Genetic Programming based on Decomposition. | Fergal Stapleton, Edgar Galvn |
| 2021 | NL-SHADE-RSP Algorithm with Adaptive Archive and Selective Pressure for CEC 2021 Numerical Optimization. | Vladimir Stanovov, Shakhnaz Akhmedova, Eugene Semenkin |
| 2021 | A Hybrid BRKGA Approach for the Two Stage Capacitated Facility Location Problem. | Gabriel Souto, Igor Morais, Liss Faulhaber, Glaydston Mattos Ribeiro, Pedro Henrique Gonzlez |
| 2021 | Quantum-Inspired Estimation Of Distribution Algorithm To Solve The Travelling Salesman Problem. | Vicente P. Soloviev, Concha Bielza, Pedro Larraaga |