A Re-initialization Clustering-Based Adaptive Differential Evolution for Nonlinear Equations Systems. - Zuowen Liao; Wenyin Gong; Zhihua Cai (BIC-TA (1), 2019)

Random Walk Mutation-based DE with EDA for Nonlinear Equations Systems. - Zuowen Liao; Wenyin Gong; Zhihua Cai; Ling Wang 001; Yong Wang 002 (CEC, 2019)

A Two-Stage Ensemble of Differential Evolution Variants for Numerical Optimization. - Xiangping Li; Guangming Dai; Maocai Wang; Zuowen Liao; Ke Ma (IEEE Access, 2019)

Parameters Extraction of Photovoltaic Models Using Triple-Phase Teaching-Learning-Based Optimization. - Zuowen Liao; Zhikun Chen; Shuijia Li (IEEE Access, 2020)

An Improved Differential Evolution to Extract Photovoltaic Cell Parameters. - Zuowen Liao; Qiong Gu; Shuijia Li; Zhenzhen Hu; Bin Ning (IEEE Access, 2020)

Memetic niching-based evolutionary algorithms for solving nonlinear equation system. - Zuowen Liao; Wenyin Gong; Ling Wang 001 (Expert Syst. Appl., 2020)

A decomposition-based differential evolution with reinitialization for nonlinear equations systems. - Zuowen Liao; Wenyin Gong; Ling Wang 001; Xuesong Yan 001; Chengyu Hu (Knowl. Based Syst., 2020)

Solving Nonlinear Equations System With Dynamic Repulsion-Based Evolutionary Algorithms. - Zuowen Liao; Wenyin Gong; Xuesong Yan 001; Ling Wang 001; Chengyu Hu (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Nonlinear Equations Solving with Intelligent Optimization Algorithms: A Survey. - Wenyin Gong; Zuowen Liao; Xianyan Mi; Ling Wang 001; Yuanyuan Guo (Complex Syst. Model. Simul., 2021)

A simple two-stage evolutionary algorithm for constrained multi-objective optimization. - Fei Ming; Wenyin Gong; Huixiang Zhen; Shuijia Li; Ling Wang 001; Zuowen Liao (Knowl. Based Syst., 2021)

AGSDE: Archive guided speciation-based differential evolution for nonlinear equations. - Zuowen Liao; Fangyang Zhu; Wenyin Gong; Shuijia Li; Xianyan Mi (Appl. Soft Comput., 2022)

Solving Nonlinear Equations Systems with an Enhanced Reinforcement Learning Based Differential Evolution. - Zuowen Liao; Shuijia Li (Complex Syst. Model. Simul., 2022)

Hybrid Niching-Based Differential Evolution With Two Archives for Nonlinear Equation System. - Kai Wang; Wenyin Gong; Zuowen Liao; Ling Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Handling constrained many-objective optimization problems via determinantal point processes. - Fei Ming; Wenyin Gong; Shuijia Li; Ling Wang 001; Zuowen Liao (Inf. Sci., 2023)

A knowledge transfer-based adaptive differential evolution for solving nonlinear equation systems. - Zuowen Liao; Qiong Gu; Shuijia Li; Yu Sun (Knowl. Based Syst., 2023)

History archive assisted niching differential evolution with variable neighborhood for multimodal optimization. - Zuowen Liao; Xianyan Mi; Qishuo Pang; Yu Sun (Swarm Evol. Comput., 2023)

Constrained multimodal multi-objective optimization: Test problem construction and algorithm design. - Fei Ming; Wenyin Gong; Yueping Yang; Zuowen Liao (Swarm Evol. Comput., 2023)

A neighborhood information-based adaptive differential evolution for solving complex nonlinear equation system model. - Zuowen Liao; Fangyang Zhu; Xianyan Mi; Yu Sun (Expert Syst. Appl., 2023)

Two-Stage Data-Driven Evolutionary Optimization for High-Dimensional Expensive Problems. - Huixiang Zhen; Wenyin Gong; Ling Wang 001; Fei Ming; Zuowen Liao (IEEE Trans. Cybern., 2023)

Adaptive dual niching-based differential evolution with resource reallocation for nonlinear equation systems. - Shuijia Li; Wenyin Gong; Qiong Gu; Zuowen Liao (Neural Comput. Appl., 2023)

Two-Stage Reinforcement Learning-Based Differential Evolution for Solving Nonlinear Equations. - Zuowen Liao; Wenyin Gong; Shuijia Li (IEEE Trans. Syst. Man Cybern. Syst., 2023)

L-SHADE with parameter decomposition for photovoltaic modules parameter identification under different temperature and irradiance. - Qiong Gu; Shuijia Li; Wenyin Gong; Bin Ning; Chunyang Hu; Zuowen Liao (Appl. Soft Comput., 2023)

A knowledge-learning-and-transfer-aided differential evolution for nonlinear equation systems. - Zuowen Liao; Qiong Gu; Wuliu Tian (Knowl. Based Syst., 2024)

Differential evolution based on strategy adaptation and deep reinforcement learning for multimodal optimization problems. - Zuowen Liao; Qishuo Pang; Qiong Gu (Swarm Evol. Comput., 2024)

Solving nonlinear equation systems based on evolutionary multitasking with neighborhood-based speciation differential evolution. - Qiong Gu; Shuijia Li; Zuowen Liao (Expert Syst. Appl., 2024)

Evolutionary multitasking for solving nonlinear equation systems. - Shuijia Li; Wenyin Gong; Ray Lim; Zuowen Liao; Qiong Gu (Inf. Sci., 2024)

Knowledge Assisted Differential Evolution Extreme Gradient Boost algorithm for estimating mangrove aboveground biomass. - Yangdi Shen; Zuowen Liao; Yichao Tian; Jin Tao; Jinxuan Luo; Jiale Wang; Qiang Zhang (Appl. Soft Comput., 2025)

Surrogate-Assisted Differential Evolution Light Gradient Boosting Machine for Mangrove Aboveground Biomass inversion. - Yangdi Shen; Zuowen Liao; Yichao Tian; Jin Tao; Jinxuan Luo; Jiale Wang; Qiang Zhang (Swarm Evol. Comput., 2025)

A Co-Evolutionary Dual Niching Differential Evolution Algorithm for Nonlinear Equation Systems Optimization. - Shuijia Li; Rui Wang 017; Wenyin Gong; Zuowen Liao; Ling Wang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)