Publications 2026

Contents

• International Journals

International Journals

1. Yongfeng Li, Lingjie Li, Qiuzhen Lin, Zhong Ming, Victor C.M. Leung, Carlos A. Coello Coello, A Constrained Learning-Based Competitive Swarm Optimizer for Large-Scale Multiobjective Optimization, IEEE Transactions on Cybernetics, Vol. 56, No. 1, pp. 148--161, January 2026.
   
   
2. Julio Juárez, Hugo Terashima-Marín and Carlos A. Coello Coello, Multi-objective Hyper-heuristics: A Survey, Artificial Intelligence Review, Vol. 59, No. 2, Article Number: 80, January 8, 2026.
   
   
3. Huigen Ye, Hua Xu, Carlos A. Coello Coello, Light-EvoOPT: A Lightweight Evolutionary Optimization Framework for Ultra-Large-Scale Mixed Integer Linear Programs, IEEE Transactions on Evolutionary Computation, Vol. 30, No. 1, pp. 333--347, February 2026.
   
   
4. Ginna N. Enriquez, Carlos Artemio Coello Coello, Eduardo Vega-Alvarado, Edgar Alfredo Portilla-Flores, German Ardul Muñoz-Hernandez, Gabriel Sepúlveda-Cervantes. Unsupervised Fault Event Detection in Historical Industrial Telemetry With Temporal Event Structuring, IEEE Access, Vol. 14, pp. 64836--64854, 28 April 2026.
   
   
5. Zhixiao Xiong, Huigen Ye, Hua Xu and Carlos A. Coello Coello, HEQP: A Hypergraph Neural Network-Based Evolutionary Method for Large-Scale QCQPs, IEEE Transactions on Cybernetics, Vol. 56, No. 5, pp. 2663-2676, May 2026.
   
   
6. Yiya Diao, Changhe Li, Sanyou Zeng, Xinye Cai, Wenjian Luo, Shengxiang Yang and Carlos A. Coello Coello, Nearest-Better Network for Visualizing and Analyzing Combinatorial Optimization Problems: A Potential Unified Tool, IEEE Transactions on Evolutionary Computation, Vol. 30, No. 3, pp. 1195--1209, June 2026.
   
   
7. Daniel Molina-Pérez, Alam Gabriel Rojas-López, Carlos Coello-Coello, Efficient Hybrid Evolutionary-Numerical Algorithms for Contrast Enhancement in Medical Images with Noise Control, Mathematical and Computational Applications, Vol. 31, No. 3, Paper Number: 110, 2026. DOI: 10.3390/mca31030110.
   
   
8. Mengjun Ming, Rui Wang, Xin Zhou, Tao Zhang, Hisao Ishibuchi and Carlos A. Coello Coello, A Comprehensive Comparison of Constrained Multi-Objective Evolutionary Algorithms, Artificial Intelligence Review, Vol. 59, Article Number: 189, 25 May 2026.
   
   
9. Zhi Liu, Wei Song, Carlos A. Coello Coello, Yaochu Jin, Shengxiang Yang, Shitong Wang, Environmental Knowledge-Driven Transfer Strategy With Collaborative Learning for Dynamic Constrained Multi-Objective Optimization, IEEE Transactions on Evolutionary Computation, 2026 (accepted).
   
   
10. Xiaoqiang Wu, Qingling Zhu, Qiuzhen Lin, Ka-Chun Wong, Wei-Neng Chen and Carlos A. Coello Coello, Experience Evolution-Guided Multi-Objective Reinforcement Learning, IEEE Transactions on Evolutionary Computation, 2026 (accepted).
    
    
11. Tiangai Yao, Zhangfan Yang, Junkai Ji and Carlos A. Coello Coello, A Molecular Language Model Driven Genetic Algorithm for Multi-Objective Molecular Generation, IEEE Transactions on Evolutionary Computation, 2026 (accepted).
    
    
12. Genghui Li, Xinbu Dong, Laizhong Cui, Weifeng Gao, Yu Zhou, Qiuzhen Lin and Carlos A. Coello Coello, Large Language Model-Driven Neural–Heuristic Optimization for Large-Scale Routing Problems, IEEE Transactions on Evolutionary Computation, 2026 (accepted).
    
    
13. Wei Fang, Zhenghuan Zhang, Shuwei Zhu, Jun Sun, Xiaojun Wu, Kalyanmoy Deb and Carlos A. Coello Coello, SDNAS: Neural Architecture Search for Self-Supervised Single-Image Denoising Using Genetic Algorithm with Modular Encoding, IEEE Transactions on Evolutionary Computation, 2026 (accepted).