| 2021 | A New Subspace Multi-Objective Approach for the Clustering and Selection of Regions of Interests in Histopathological Images. | Mohammed Oualid Attaoui, Hanene Azzag, Nabil Keskes, Mustapha Lebbah |
| 2021 | Surrogate-Assisted Genetic Programming with Diverse Transfer for the Uncertain Capacitated Arc Routing Problem. | Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang |
| 2021 | Blending Dynamic Programming with Monte Carlo Simulation for Bounding the Running Time of Evolutionary Algorithms. | Kirill Antonov, Maxim Buzdalov, Arina Buzdalova, Carola Doerr |
| 2021 | Preferred Solutions of the Ground Station Scheduling Problem using NSGA-III with Weighted Reference Points Selection. | Margarita Antoniou, Gasper Petelin, Gregor Papa |
| 2021 | A Two-level Genetic Algorithm for Inter-domain Path Computation under Node-defined Domain Uniqueness Constraints. | Do Tuan Anh, Huynh Thi Thanh Binh, Nguyen Hoang Long, Ta Bao Thang, Simon Su |
| 2021 | The Effects of Initial Condition Selection on the Evolution of a Turn Circle Intercept Feedback Controller. | Pavlos Androulakakis, Zachariah E. Fuchs |
| 2021 | Evolving Neural Networks for Text Classification using Genetic Algorithm-based Approaches. | Hayden Andersen, Sean Stevenson, Tuan Ha, Xiaoying Gao, Bing Xue |
| 2021 | Genetic Programming for Evolving Similarity Functions Tailored to Clustering Algorithms. | Hayden Andersen, Andrew Lensen, Bing Xue |
| 2021 | Evaluation of Index Tracking Portfolios During the COVID-19 Pandemic. | Thiago Wanderley De Amorim, Julio Cezar Soares Silva, Adiel Teixeira de Almeida Filho |
| 2021 | Applying Never-Ending Learning (NEL) Principles to Build a Gene Ontology (GO) Biocurator. | Laurence Rodrigues do Amaral, Alexandre Henrick da Silva Alves, Raphael de Lima Mendes, Matheus de Souza Gomes, Pedro Luiz Lima Bertarini, Estevam Rafael Hruschka |
| 2021 | IG-CEE: An Embedded Information Gain approach to Genetic Algorithms. | Alexandre Henrick da Silva Alves, Raphael de Lima Mendes, Matheus de Souza Gomes, Pedro Luiz Lima Bertarini, Laurence Rodrigues do Amaral |
| 2021 | Blood Glucose Prediction Using a Two Phase TSK Fuzzy Rule Based System. | Jorge Alvarado, J. Manuel Velasco, Francisco Chvez de la O, Jos Ignacio Hidalgo, Francisco Fernndez de Vega |
| 2021 | Surrogate-Assisted Genetic Algorithm for Wrapper Feature Selection. | Mohammed Ghaith Altarabichi, Slawomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi |
| 2021 | Evolutionary Algorithms for Energy Scheduling under uncertainty considering Multiple Aggregators. | Jos Almeida, Joo P. Soares, Bruno Canizes, Fernando Lezama, Mohammad Ali Fotouhi Ghazvini, Zita A. Vale |
| 2021 | An Integrated Differential Evolution-based Heuristic Method for Product Family Design Problem. | Ismail M. Ali, Hasan Hseyin Turan, Ripon K. Chakrabortty, Sondoss Elsawah, Michael J. Ryan |
| 2021 | A Neural Approach to Generation of Constructive Heuristics. | Mohamad Alissa, Kevin Sim, Emma Hart |
| 2021 | Designing Urban Transit Network using Memetic Algorithm. | Hanan Ba Ali, Adam Roman |
| 2021 | Hyperparameter Optimization: Comparing Genetic Algorithm against Grid Search and Bayesian Optimization. | Hussain Alibrahim, Simone A. Ludwig |
| 2021 | An Evolutionary Computation Based Model for Testing Transfer Learning Strategies. | Tami Alghamdi, Robert B. Heckendorn |
| 2021 | Investigating Knowledge-Based Exploration-Exploitation Balance in a Minimalist Swarm Optimiser. | Mohammad Majid al-Rifaie |
| 2021 | GP with a Hybrid Tree-vector Representation for Instance Selection and Symbolic Regression on Incomplete Data. | Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang |
| 2021 | Modular Analysis and Development of a Genetic Algorithm with Standardized Representation for Resource-Constrained Project Scheduling. | Ali Ahrari, Saber M. Elsayed, Ruhul A. Sarker, Daryl Essam, Carlos A. Coello Coello |
| 2021 | Score Level Fusion of Multimodal Biometrics Using Genetic Algorithm. | Shadab Ahmad, Rajarshi Pal, Avatharam Ganivada |
| 2021 | Configuring the Perturbation Operations of an Iterated Local Search Algorithm for Cross-domain Search: A Probabilistic Learning Approach. | Stephen A. Adubi, Olufunke O. Oladipupo, Oludayo O. Olugbara |
| 2021 | Genetic Algorithms for Error Mitigation in Quantum Measurement. | Giovanni Acampora, Michele Grossi, Autilia Vitiello |