A prediction-based adaptive grouping differential evolution algorithm for constrained numerical optimization. - Xiangyong Kong; Haibin Ouyang; Xiaoxue Piao (Soft Comput., 2013)

On the iterative convergence of harmony search algorithm and a proposed modification. - Haibin Ouyang; Liqun Gao; Steven Li; Xiangyong Kong; Dexuan Zou (Appl. Math. Comput., 2014)

Teaching-learning based optimization with global crossover for global optimization problems. - Haibin Ouyang; Liqun Gao; Xiangyong Kong; Dexuan Zou; Steven Li (Appl. Math. Comput., 2015)

Solving large-scale multidimensional knapsack problems with a new binary harmony search algorithm. - Xiangyong Kong; Liqun Gao; Haibin Ouyang; Steven Li (Comput. Oper. Res., 2015)

A simplified binary harmony search algorithm for large scale 0-1 knapsack problems. - Xiangyong Kong; Liqun Gao; Haibin Ouyang; Steven Li (Expert Syst. Appl., 2015)

Improved novel global harmony search with a new relaxation method for reliability optimization problems. - Haibin Ouyang; Liqun Gao; Steven Li; Xiangyong Kong (Inf. Sci., 2015)

Solving the redundancy allocation problem with multiple strategy choices using a new simplified particle swarm optimization. - Xiangyong Kong; Liqun Gao; Haibin Ouyang; Steven Li (Reliab. Eng. Syst. Saf., 2015)

Hybrid harmony search particle swarm optimization with global dimension selection. - Haibin Ouyang; Liqun Gao; Xiangyong Kong; Steven Li; Dexuan Zou (Inf. Sci., 2016)

Improved global-best-guided particle swarm optimization with learning operation for global optimization problems. - Haibin Ouyang; Liqun Gao; Steven Li; Xiangyong Kong (Appl. Soft Comput., 2017)

Improved Harmony Search Algorithm: LHS. - Haibin Ouyang; Liqun Gao; Steven Li; Xiangyong Kong; Qing Wang; Dexuan Zou (Appl. Soft Comput., 2017)

Amended harmony search algorithm with perturbation strategy for large-scale system reliability problems. - Haibin Ouyang; Liqun Gao; Steven Li (Appl. Intell., 2018)

Ant Colony Algorithm Based on Upper Bound of Nodes for Robot Path Planning Problems. - Sizhi Qiu; Bo Hu; Yongbin Quan; Xiaoxin Jian; Haibin Ouyang (BIC-TA (1), 2019)

An Effective ABC-SVM Approach for Surface Roughness Prediction in Manufacturing Processes. - Juan Lu; Xiaoping Liao; Steven Li; Haibin Ouyang; Kai Chen; Bing Huang (Complex., 2019)

Improved harmony search with general iteration models for engineering design optimization problems. - Haibin Ouyang; Wenqiang Wu; Chunliang Zhang; Steven Li; Dexuan Zou; Guiyun Liu (Soft Comput., 2019)

Parameter Identification for Photovoltaic Models Using an Improved Learning Search Algorithm. - Ting Huang; Chunliang Zhang; Haibin Ouyang; Guangshun Luo; Steven Li; Dexuan Zou (IEEE Access, 2020)

Sharp Threshold for the Dynamics of a SIRS Epidemic Model With General Awareness- Induced Incidence and Four Independent Brownian Motions. - Xiao-Jing Zhong; Feiqi Deng; Haibin Ouyang (IEEE Access, 2020)

Enhanced harmony search algorithm with circular region perturbation for global optimization problems. - Wenqiang Wu; Haibin Ouyang; Ali Wagdy Mohamed; Chunliang Zhang; Steven Li (Appl. Intell., 2020)

Hybrid Harmony Search Differential Evolution Algorithm. - Liyun Fu; Houyao Zhu; Chengyun Zhang; Haibin Ouyang; Steven Li (IEEE Access, 2021)

Mobile Robot Dynamic Path Planning Based on Self-Adaptive Harmony Search Algorithm and Morphin Algorithm. - Yongbin Quan; Haibin Ouyang; Chunliang Zhang; Steven Li; Liqun Gao (IEEE Access, 2021)

Dynamic Collaborative Fireworks Algorithm and its applications in robust pole assignment optimization. - Wenqi Wei; Haibin Ouyang; Chunliang Zhang; Steven Li; Liyun Fu; Liqun Gao (Appl. Soft Comput., 2021)

Self-adaptively commensal learning-based Jaya algorithm with multi-populations and its application. - Zuanjia Xie; Chunliang Zhang; Haibin Ouyang; Steven Li; Liqun Gao (Soft Comput., 2021)

A behavior-selection based Rao algorithm and its applications to power system economic load dispatch problems. - Wenqi Wei; Haibin Ouyang; Wenqiang Wu; Steven Li; Dexuan Zou (Appl. Intell., 2022)

A constrained cooperative adaptive multi-population differential evolutionary algorithm for economic load dispatch problems. - Liyun Fu; Haibin Ouyang; Chengyun Zhang; Steven Li; Ali Wagdy Mohamed (Appl. Soft Comput., 2022)

A NSGA-II variant for the dynamic economic emission dispatch considering plug-in electric vehicles. - Dexuan Zou; Steven Li; Kefeng Xuan; Haibin Ouyang (Comput. Ind. Eng., 2022)

A modified fireworks algorithm with dynamic search interval based on closed-loop control. - Wenqi Wei; Haibin Ouyang; Steven Li; Xuanbo Zhao; Dexuan Zou (Math. Comput. Simul., 2022)

A Dual-Strategy Contest Harmony Search Algorithm Based on Population State for the System Reliability-Redundancy Allocation Problems. - Siqi Liang 006; Chang He; Haibin Ouyang (ICSI (1), 2023)

Multi-objective optimization for improving machining benefit based on WOA-BBPN and a Deep Double Q-Network. - Juan Lu; Zhiheng Chen; Xiaoping Liao; Chaoyi Chen; Haibin Ouyang; Steven Li (Appl. Soft Comput., 2023)

Harmony Search Algorithm Based on Dual-Memory Dynamic Search and Its Application on Data Clustering. - Jinglin Wang; Haibin Ouyang; Zhiyu Zhou; Steven Li (Complex Syst. Model. Simul., 2023)

Large-scale mobile users deployment optimization based on a two-stage hybrid global HS-DE algorithm in multi-UAV-enabled mobile edge computing. - Haibin Ouyang; Kang Liu; Chunliang Zhang; Steven Li; Liqun Gao (Eng. Appl. Artif. Intell., 2023)

A fast and efficient discrete evolutionary algorithm for the uncapacitated facility location problem. - Fazhan Zhang; Yichao He; Haibin Ouyang; Wenben Li (Expert Syst. Appl., 2023)

Altruistic population algorithm: A metaheuristic search algorithm for solving multimodal multi-objective optimization problems. - Haibin Ouyang; Jianhong Chen; Steven Li; Jianhua Xiang; Zhi-Hui Zhan (Math. Comput. Simul., 2023)

Interpreting a deep reinforcement learning model with conceptual embedding and performance analysis. - Yinglong Dai; Haibin Ouyang; Hong Zheng; Han Long; Xiaojun Duan (Appl. Intell., 2023)

Differential evolution algorithm with improved crossover operation for combined heat and power economic dynamic dispatch problem with wind power. - Mengdi Li; Dexuan Zou; Haibin Ouyang (J. Comput. Des. Eng., 2023)

Hyperparameters optimization of convolutional neural network based on local autonomous competition harmony search algorithm. - Dongmei Liu; Haibin Ouyang; Steven Li; Chunliang Zhang; Zhi-Hui Zhan (J. Comput. Des. Eng., 2023)

Virus control optimizer based on the prevention and control mechanism of COVID-19 for engineering optimization problems. - Chang He; Weiqing Huang; Haibin Ouyang; Steven Li; Jianhua Xiang (Appl. Soft Comput., 2023)

Kriging-assisted indicator-based evolutionary algorithm for expensive multi-objective optimization. - Fei Li 019; Yujie Yang; Zhengkun Shang; Siyuan Li; Haibin Ouyang (Appl. Soft Comput., 2023)

Piranha predation optimization algorithm (PPOA) for global optimization and engineering design problems. - Chunliang Zhang; Huang Li; Shangbin Long; Xia Yue; Haibin Ouyang; Zeyu Chen; Steven Li (Appl. Soft Comput., 2024)

A non-dominated sorting genetic algorithm III using competition crossover and opposition-based learning for the optimal dispatch of the combined cooling, heating, and power system with photovoltaic thermal collector. - Dexuan Zou; Mengdi Li; Haibin Ouyang (Eng. Appl. Artif. Intell., 2024)

Integration of the wind and solar power for the dynamic economic emission dispatch with the charging and discharging of plug-in electric vehicles. - Dexuan Zou; Lejie Ma; Can Li; Haibin Ouyang (Eng. Appl. Artif. Intell., 2024)

A joint optimization method for multi-UAV deployment and task scheduling in mobile edge computing with large-scale mobile users. - Haibin Ouyang; Leisen Liang; Steven Li; Liqun Gao (Expert Syst. Appl., 2024)

Differential evolution algorithm with a complementary mutation strategy and data Fusion-Based parameter adaptation. - Bozhen Chen; Haibin Ouyang; Steven Li; Dexuan Zou (Inf. Sci., 2024)

A novel discrete differential evolution algorithm combining transfer function with modulo operation for solving the multiple knapsack problem. - Lina Wang; Yichao He; Xizhao Wang; Zihang Zhou; Haibin Ouyang; Seyedali Mirjalili (Inf. Sci., 2024)

Modeling and solving of knapsack problem with setup based on evolutionary algorithm. - Yichao He; Jinghong Wang; Xuejing Liu; Xizhao Wang; Haibin Ouyang (Math. Comput. Simul., 2024)

A fast density peak clustering based particle swarm optimizer for dynamic optimization. - Fei Li 019; Qiang Yue; Yuanchao Liu; Haibin Ouyang; Fangqing Gu (Expert Syst. Appl., 2024)

A dual population collaborative harmony search algorithm with adaptive population size for the system reliability-redundancy allocation problems. - Haibin Ouyang; Siqi Liang 006; Steven Li; Ziyu Zhou; Zhi-Hui Zhan (J. Comput. Des. Eng., 2024)

Equilibrium optimizer-based harmony search algorithm with nonlinear dynamic domains and its application to real-world optimization problems. - Jinglin Wang; Haibin Ouyang; Steven Li; Weiping Ding 001; Liqun Gao (Artif. Intell. Rev., 2024)

Photovoltaic parameter extraction through an adaptive differential evolution algorithm with multiple linear regression. - Bozhen Chen; Haibin Ouyang; Steven Li; Liqun Gao; Weiping Ding 001 (Appl. Soft Comput., 2025)

Altruistic NSGA-II with abandonment threshold and double selection strategy for solving multi-objective optimization problems. - Jianhong Chen; Haibin Ouyang; Steven Li; Chunliang Zhang; Zhi-Hui Zhan (Appl. Soft Comput., 2025)

An adaptive heuristic algorithm with a collaborative search framework for multi-UAV inspection planning. - Chang He; Haibin Ouyang; Weiqing Huang; Steven Li; Chunliang Zhang; Weiping Ding 001; Zhi-Hui Zhan (Appl. Soft Comput., 2025)

Intelligent managements of the plug-in electric vehicles and pumped storage power station integrated with the dynamic economic emission dispatch. - Dexuan Zou; Lejie Ma; Fan Li; Haibin Ouyang; Yingying Shao (Comput. Ind. Eng., 2025)

Particle swarm optimization based on particle perturbation and elite preservation strategies for dynamic optimization problems. - Fei Li 019; Hao Pan; Yilong Ji; Haibin Ouyang (Expert Syst. Appl., 2025)

Multi-level particle swarm optimizer for multimodal optimization problems. - Hao Pan; Hui Yuan; Qiang Yue; Haibin Ouyang; Fangqing Gu; Fei Li 019 (Inf. Sci., 2025)

Dual-stage self-adaptive differential evolution with complementary and ensemble mutation strategies. - Bozhen Chen; Haibin Ouyang; Steven Li; Weiping Ding 001 (Swarm Evol. Comput., 2025)

Two-Stage Deep Feature Selection Method Using Voting Differential Evolution Algorithm for Pneumonia Detection From Chest X-Ray Images. - Haibin Ouyang; Dongmei Liu; Steven Li; Weiping Ding 001; Zhi-Hui Zhan (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Modeling and effect analysis of machining parameters for surface roughness and specific energy consumption during TC18 machining using deep reinforcement learning and neural networks. - Juan Lu; Huailong Mu; Haibin Ouyang; Zhenkun Zhang; Weiping Ding 001 (Artif. Intell. Rev., 2025)

Dynamic multi-objective optimization using historical evolutionary learning with global alignment local descriptor matching and collaborative guidance. - Kaiquan Guan; Haibin Ouyang; Steven Li; Gaige Wang; Nagwan M. Abdel Samee; Essam H. Houssein (Expert Syst. Appl., 2026)