Accelerating the Genetic Algorithm for Large-scale Traveling Salesman Problems by Cooperative Coevolutionary Pointer Network with Reinforcement Learning. - Rui Zhong 004; Enzhi Zhang; Masaharu Munetomo (CoRR, 2022)

Accelerating the Evolutionary Algorithms by Gaussian Process Regression with ε-greedy acquisition function. - Rui Zhong 004; Enzhi Zhang; Masaharu Munetomo (CoRR, 2022)

Adjacent Intensity Matrix with Linkage Identification for Large-Scale Optimization in Noisy Environments. - Rui Zhong 004; Binan Tu; Enzhi Zhang; Masaharu Munetomo (CEC, 2023)

Cooperative Coevolutionary NSGA-II with Linkage Measurement Minimization for Large-Scale Multi-objective Optimization. - Rui Zhong 004; Masaharu Munetomo (EMO, 2023)

A Hierarchical Cooperative Coevolutionary Approach to Solve Very Large-Scale Traveling Salesman Problem. - Rui Zhong 004; Enzhi Zhang; Masaharu Munetomo (OLA, 2023)

Training Knowledge Inheritance Through Deep Q-Net. - Enzhi Zhang; Ruqin Wang; Mohamed Wahib; Rui Zhong 004; Masaharu Munetomo (SMC, 2023)

Surrogate Ensemble-Assisted Hyper-Heuristic Algorithm for Expensive Optimization Problems. - Rui Zhong 004; Jun Yu 012; Chao Zhang 030; Masaharu Munetomo (Int. J. Comput. Intell. Syst., 2023)

Validation Loss Landscape Exploration with Deep Q-Learning. - Enzhi Zhang; Rui Zhong 004; Masaharu Munetomo; Mohamed Wahib (IJCNN, 2024)

An Efficient VGG-RIME-ELM Model for Brain Tumor Detection. - Hui Xu; Rui Zhong 004; Zhongmin Wang; Limin Xu; Xiuwei Wang (ISAIMS, 2024)

Simplified Multiplayer Battle Game-inspired Optimizer with Diverse Search Strategies. - Shilong Zhang; Yuefeng Xu; Rui Zhong 004; Chao Zhang 030; Jun Yu 012 (SCIS/ISIS, 2024)

Evolutionary Computation with Distance-Based Pretreatment for Multi-modal Problems. - Yuefeng Xu; Rui Zhong 004; Chao Zhang 030; Jun Yu 012 (ICSI (1), 2024)

Hierarchical Adaptive Differential Evolution with Local Search for Extreme Learning Machine. - Rui Zhong 004; Yang Cao; Jun Yu 012; Masaharu Munetomo (ICSI (1), 2024)

An efficient improved parrot optimizer for bladder cancer classification. - Essam H. Houssein; Marwa M. Emam; Waleed Alomoush; Nagwan M. Abdel Samee; Mona M. Jamjoom; Rui Zhong 004; Krishna Gopal Dhal (Comput. Biol. Medicine, 2024)

Efficient Multiplayer Battle Game Optimizer for Adversarial Robust Neural Architecture Search. - Rui Zhong 004; Yuefeng Xu; Chao Zhang 030; Jun Yu 012 (CoRR, 2024)

Large Language Model Assisted Adversarial Robustness Neural Architecture Search. - Rui Zhong 004; Yang Cao; Jun Yu 012; Masaharu Munetomo (CoRR, 2024)

Introducing Competitive Mechanism to Differential Evolution for Numerical Optimization. - Rui Zhong 004; Yang Cao; Enzhi Zhang; Masaharu Munetomo (CoRR, 2024)

Cooperative coevolutionary differential evolution with adjacent intensity matrix with linkage identification for large-scale optimization problems in noisy environments. - Rui Zhong 004; Binnan Tu; Enzhi Zhang; Masaharu Munetomo (Evol. Intell., 2024)

Learning from the Past Training Trajectories: Regularization by Validation. - Enzhi Zhang; Mohamed Wahib; Rui Zhong 004; Masaharu Munetomo (J. Adv. Comput. Intell. Intell. Informatics, 2024)

SRIME: a strengthened RIME with Latin hypercube sampling and embedded distance-based selection for engineering optimization problems. - Rui Zhong 004; Jun Yu 012; Chao Zhang 030; Masaharu Munetomo (Neural Comput. Appl., 2024)

Meta generative image and text data augmentation optimization. - Enzhi Zhang; Bochen Dong; Mohamed Wahib; Rui Zhong 004; Masaharu Munetomo (J. Supercomput., 2024)

Evolutionary multi-mode slime mold optimization: a hyper-heuristic algorithm inspired by slime mold foraging behaviors. - Rui Zhong 004; Enzhi Zhang; Masaharu Munetomo (J. Supercomput., 2024)

Chaotic vegetation evolution: leveraging multiple seeding strategies and a mutation module for global optimization problems. - Rui Zhong 004; Chao Zhang 030; Jun Yu 012 (Evol. Intell., 2024)

Multiplayer battle game-inspired optimizer for complex optimization problems. - Yuefeng Xu; Rui Zhong 004; Chao Zhang 030; Jun Yu 012 (Clust. Comput., 2024)

Hybrid remora crayfish optimization for engineering and wireless sensor network coverage optimization. - Rui Zhong 004; Qinqin Fan; Chao Zhang 030; Jun Yu 012 (Clust. Comput., 2024)

Cooperative coati optimization algorithm with transfer functions for feature selection and knapsack problems. - Rui Zhong 004; Chao Zhang 030; Jun Yu 012 (Knowl. Inf. Syst., 2024)

Leveraging large language model to generate a novel metaheuristic algorithm with CRISPE framework. - Rui Zhong 004; Yuefeng Xu; Chao Zhang 030; Jun Yu 012 (Clust. Comput., 2024)

A novel evolutionary status guided hyper-heuristic algorithm for continuous optimization. - Rui Zhong 004; Jun Yu 012 (Clust. Comput., 2024)

DEA2H2: differential evolution architecture based adaptive hyper-heuristic algorithm for continuous optimization. - Rui Zhong 004; Jun Yu 012 (Clust. Comput., 2024)

Gene-targeting multiplayer battle game optimizer for large-scale global optimization via cooperative coevolution. - Rui Zhong 004; Jun Yu 012 (Clust. Comput., 2024)

Leveraging Inter-Generational Knowledge Transfer in Large-Scale Global Optimization. - Yuefeng Xu; Rui Zhong 004; Chong Zhou; Chao Zhang 030; Jun Yu 012 (CEC, 2025)

Improved Competitive Swarm Optimizer with Linear Population Reduction for Large-scale Optimization. - Rui Zhong 004; Jun Yu 012; Xingbang Du; Enzhi Zhang; Abdelazim G. Hussien (CEC, 2025)

Adjacent Distance Matrix-Based Competitive Swarm Optimizer. - Yang Cao; Rui Zhong 004; Jun Yu 012; Masaharu Munetomo (EvoApplications (2), 2025)

Enhancing Competitive Swarm Optimization Through Time-Adaptive Selection Between Adjacency-Guided and Random Strategies. - Yang Cao; Rui Zhong 004; Jun Yu 012; Masaharu Munetomo (ICSI (1), 2025)

LLMOA: A novel large language model assisted hyper-heuristic optimization algorithm. - Rui Zhong 004; Abdelazim G. Hussien; Jun Yu 012; Masaharu Munetomo (Adv. Eng. Informatics, 2025)

Trend-Aware Mechanism for Metaheuristic Algorithms. - Junbo Jacob Lian; Kaichen Ouyang; Rui Zhong 004; Yujun Zhang; Shipeng Luo; Ling Ma; Xincan Wu; Huiling Chen 001 (Appl. Soft Comput., 2025)

Space mission trajectory optimization via competitive differential evolution with independent success history adaptation. - Rui Zhong 004; Abdelazim G. Hussien; Shilong Zhang; Yuefeng Xu; Jun Yu 012 (Appl. Soft Comput., 2025)

Integrating Competitive Framework into Differential Evolution: Comprehensive performance analysis and application in brain tumor detection. - Rui Zhong 004; Zhongmin Wang; Yujun Zhang; Junbo Jacob Lian; Jun Yu 012; Huiling Chen 001 (Appl. Soft Comput., 2025)

Success History Adaptive Competitive Swarm Optimizer with Linear Population Reduction: Performance benchmarking and application in eye disease detection. - Rui Zhong 004; Zhongmin Wang; Abdelazim G. Hussien; Essam H. Houssein; Ibrahim AlShourbaji; Mohamed A. Elseify; Jun Yu 012 (Comput. Biol. Medicine, 2025)

Enhanced crested ibis algorithm: Performance validation in benchmark functions, engineering problems, and application in brain tumor detection. - Rui Zhong 004; Abdelazim G. Hussien; Essam H. Houssein; Jun Yu 012 (Expert Syst. Appl., 2025)

Crested ibis algorithm and its application in human-powered aircraft design. - Yuefeng Xu; Rui Zhong 004; Chao Zhang 030; Jun Yu 012 (Knowl. Based Syst., 2025)

Advanced design for nonlinear photovoltaic system problems: A co-evolutionary framework based on a decomposition approach. - Yujun Zhang; Wenyin Gong; Rui Zhong 004; Huiling Chen 001; Jun Yu 012; Junbo Jacob Lian; Juan Zhao; Zheng-Ming Gao (Swarm Evol. Comput., 2025)

Optimal Defense Resource Allocation Considering Nonlinear Attack Cost in Power Systems. - Bowen Xu; Mengxiang Liu; Rui Zhong 004; Ke Zuo; Ruilong Deng (IEEE Trans. Ind. Informatics, 2025)

Vision transformer-based meta loss landscape exploration with actor-critic method. - Enzhi Zhang; Rui Zhong 004; Xingbang Du; Mohamed Wahib; Masaharu Munetomo (J. Supercomput., 2025)

Symbiotic mechanism-based honey badger algorithm for continuous optimization. - Yuefeng Xu; Rui Zhong 004; Yang Cao; Chao Zhang 030; Jun Yu 012 (Clust. Comput., 2025)

Competitive differential evolution with knowledge inheritance for single-objective human-powered aircraft design. - Rui Zhong 004; Yang Cao; Enzhi Zhang; Masaharu Munetomo (J. Supercomput., 2025)

HHDE: a hyper-heuristic differential evolution with novel boundary repair technique for complex optimization. - Rui Zhong 004; Shilong Zhang; Jun Yu 012; Masaharu Munetomo (J. Supercomput., 2025)

Group-driven Remora Optimization Algorithm with multiple search and regeneration strategies. - Fei Peng; Rui Zhong 004; Chao Zhang 030; Jun Yu 012 (Clust. Comput., 2025)

A novel adjacent matrix-based probabilistic selection mechanism for differential evolution. - Rui Zhong 004; Shilong Zhang; Yujun Zhang; Jun Yu 012 (Clust. Comput., 2025)

Self-adaptive competitive swarm optimizer: a memetic approach for global optimization and human-powered aircraft design. - Rui Zhong 004; Zhongmin Wang; Ibrahem Al-Shourbaji; Essam H. Houssein; Pramod H. Kachare; Abdoh Jabbari; Raimund Kirner; Jun Yu 012 (Memetic Comput., 2025)

Dynamic fitness-distance balance competitive swarm optimizer: performance investigation, engineering Simulation, and application in superconductor critical temperature prediction. - Yang Cao; Xingbang Du; Jun Yu 012; Rui Zhong 004; Masaharu Munetomo (Clust. Comput., 2025)

SFE-EANDS: a simple, normalized distance-based selectionfast, and efficient algorithm with external archive and normalized distance-based selection for high-dimensional feature selection. - Rui Zhong 004; Yang Cao; Essam H. Houssein; Jun Yu 012; Masaharu Munetomo (Clust. Comput., 2025)

Multi-strategies improved coati optimization algorithm and performance analysis. - Chunqing Li; Zhongmin Wang; Jun Yu 012; Mahmoud Abdel-Salam; Essam H. Houssein; Rui Zhong 004 (Knowl. Inf. Syst., 2025)

IECO: an improved educational competition optimizer for state-of-the-art engineering optimization. - Xiaojie Tang; Junbo Jacob Lian; Ling Ma; Xincan Wu; Rui Zhong 004; Yujun Zhang; Hui-Ling Chen 001 (J. Big Data, 2025)

Multi-strategy enhanced marine predator algorithm: performance investigation and application in intrusion detection. - Zhongmin Wang; Yujun Zhang; Jun Yu 012; YuanYuan Gao; Guangwei Zhao; Essam H. Houssein; Rui Zhong 004 (J. Big Data, 2025)