| 2024 | An Evolutionary Compact Deep Transfer Learning with CNN for Hyper-Parameter Tuning in Temporal Sorting of Plant Growth. | Seyed Jalaleddin Mousavirad, Irida Shallari, Mattias O'Nils |
| 2024 | Applying Evolutionary Algorithms for Service Function Chaining in 5G Networks. | Antonio M. Mora, J. Victoria-Mohammed, Nuria Medina-Medina, Juan F. Valenzuela-Valds |
| 2024 | Extended Generative Adversarial Imitation Learning for Autonomous Agents in Minecraft Game. | Hyung-Jun Moon, Sung-Bae Cho |
| 2024 | Design of Generalized and Specialized Helper Objectives for Multi-objective Continuous Optimization Problems. | Keigo Mochizuki, Tomoki Ishizuka, Naoya Yatsu, Hiroyuki Sato, Keiki Takadama |
| 2024 | Enhancing Diversity in Multi-Objective Feature Selection. | Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli, Sevda Ebrahimi, Masoud Makrehchi |
| 2024 | Learning Agents' Behavioral Patterns in Agent-Based Modeling by Means of Evolutionary Algorithms. | Pricles B. C. Miranda, Jess Girldez-Cru, Mosio Wenceslau da Silva Filho, Carmen Zarco, Oscar Cordn |
| 2024 | Evolutionary Multi - Modal Optimization Using Persistence-Based Clustering in Riemannian Manifolds. | Xiang Meng, Yan Pei, Hideyuki Takagi |
| 2024 | A Hybrid Approach with BRKGA and Data Mining for the Early/Tardy Scheduling Problem. | Israel Mendona, Tirana Noor Fatyanosa, Masayoshi Aritsugi, Pedro Henrique Gonzlez Silva |
| 2024 | Exchange Strategies for Multi-Colony Ant Algorithms in Dynamic Environments. | Michalis Mavrovouniotis, Changhe Li, Danial Yazdani, Diofantos G. Hadjimitsis |
| 2024 | Control of JADE Population in Limited Number of Searches for Realistic Situations. | Tomoya Matsuki, Akira Notsu, Katsuhiro Honda, Takuya Kato, Masakazu Shibahara |
| 2024 | Semi-Stable Periodic Orbits of the Deterministic Chaotic Systems Designed by means of Genetic Programming. | Radomil Matousek, Tomas Hulka, Ren Pierre Lozi, Jakub Kudela |
| 2024 | Novel Genotypic Diversity Metrics for Real-Coded Optimization on Multi-Modal Problems. | Alexandre Mascarenhas, Yuta Kobayashi, Claus Aranha |
| 2024 | Full Inclusive Genetic Programming. | Francesco Marchetti, Mauro Castelli, Illya Bakurov, Leonardo Vanneschi |
| 2024 | Predictive Control of a Multi -energy Building-integrated Microgrid: A Case Study. | Romain Mannini, Julien Eynard, Stphane Grieu |
| 2024 | Pan-Cancer Classification System with Explainable AI Interpretation: A Feasibility Study. | Yasin Mamatjan |
| 2024 | Similar Locality Based Transfer Evolutionary Optimization for Minimalistic Attacks. | Wenqiang Ma, Yaqing Hou, Hua Yu, Xiangrong Tong, Zexuan Zhu, Qiang Zhang |
| 2024 | A Bi-Level Evolutionary Model Tree Induction Approach for Regression. | Safa Mahouachi, Maha Elarbi, Khaled Sethom, Slim Bechikh, Carlos A. Coello Coello |
| 2024 | Harnessing Machine Learning for Reliable Weather Forecasting: Meteorological Impact on Sustainable Energy in Monterrey. | Gustavo de Jess Machado-Guilln, Jorge M. Cruz-Duarte, Santiago E. Conant-Pablos, Katarzyna Filus |
| 2024 | One-Shot Surrogate for Evolutionary Multiobjective Neural Architecture Search. | Kuangda Lyu, Maoguo Gong, Hao Li, Yuan Gao, Yue Wu, Dan Feng, Jiao Shi, Yu Lei |
| 2024 | Multi-Population Evolutionary Algorithm via Seed Transfer for Multitasking Traveling Salesman Problem. | Haoyuan Lv, Ruochen Liu, Handing Wang |
| 2024 | MOEA/D-CMA Made Better with (l+l)-CMA-ES. | Chengyu Lu, Yilu Liu, Qingfu Zhang |
| 2024 | Black-Box Optimization Based Adaptive Image Anonymization. | Arcadi Llanza, Nadiya Shvai, Amir Nakib |
| 2024 | A Cooperative Co-Evolution Algorithm with Variable-Importance Grouping for Large-Scale Optimization. | Yongfeng Li, Yuze Zhang, Lijia Ma, Junkai Ji, Dugang Liu, Victor C. M. Leung, Jianqiang Li |
| 2024 | QRPatch: A Deceptive Texture-Based Black-Box Adversarial Attacks with Genetic Algorithm. | Chao Li, Wen Yao, Handing Wang, Tingsong Jiang, Donghua Wang, Jialiang Sun |
| 2024 | A Hybrid CMAES Method with Convex Hull Surrogate Model. | Wenwen Liu, Shiu Yin Yuen, Chi Wan Sung |