- Ilya Loshchilov, Tobias Glasmachers, Hans-Georg Beyer. Large Scale Black-Box Optimization by Limited-Memory Matrix Adaptation. IEEE Trans. Evolutionary Computation, 23(2):353-358, 2019.
- Zhenan He, Gary G. Yen, Zhang Yi 0001. Robust Multiobjective Optimization via Evolutionary Algorithms. IEEE Trans. Evolutionary Computation, 23(2):316-330, 2019.
- Qiuzhen Lin, Songbai Liu, Ka Chun Wong, Maoguo Gong, Carlos A. Coello Coello, Jianyong Chen, Jun Zhang 0003. A Clustering-Based Evolutionary Algorithm for Many-Objective Optimization Problems. IEEE Trans. Evolutionary Computation, 23(3):391-405, 2019.
- Haitham Seada, Mohamed Abouhawwash, Kalyanmoy Deb. Multiphase Balance of Diversity and Convergence in Multiobjective Optimization. IEEE Trans. Evolutionary Computation, 23(3):503-513, 2019.
- Xiaoyu He, Yuren Zhou, Zefeng Chen. An Evolution Path-Based Reproduction Operator for Many-Objective Optimization. IEEE Trans. Evolutionary Computation, 23(1):29-43, 2019.
- Chao Liu, Qi Zhao, Bai Yan, Saber M. Elsayed, Tapabrata Ray, Ruhul A. Sarker. Adaptive Sorting-Based Evolutionary Algorithm for Many-Objective Optimization. IEEE Trans. Evolutionary Computation, 23(2):247-257, 2019.
- Handing Wang, Yaochu Jin, Chaoli Sun, John Doherty. Offline Data-Driven Evolutionary Optimization Using Selective Surrogate Ensembles. IEEE Trans. Evolutionary Computation, 23(2):203-216, 2019.
- Xiaoyu He, Yuren Zhou, Zefeng Chen, Qingfu Zhang 0001. Evolutionary Many-Objective Optimization Based on Dynamical Decomposition. IEEE Trans. Evolutionary Computation, 23(3):361-375, 2019.
- Wenwen Li 0003, Ender Ozcan, Robert John. A Learning Automata-Based Multiobjective Hyper-Heuristic. IEEE Trans. Evolutionary Computation, 23(1):59-73, 2019.
- Binh Tran, Bing Xue 0001, Mengjie Zhang. Variable-Length Particle Swarm Optimization for Feature Selection on High-Dimensional Classification. IEEE Trans. Evolutionary Computation, 23(3):473-487, 2019.