A Multi-objective Optimal Approach for UAV Routing in Reconnaissance Mission with Stochastic Observation Time. - Xingguang Peng; Xiaoguang Gao 001 (ISMIS, 2008)

Intelligent flight for UAV via integration of dynamic MOEA, Bayesian network and fuzzy logic. - Xingguang Peng; Demin Xu; Weisheng Yan (CDC/ECC, 2011)

Environment identification-based memory scheme for estimation of distribution algorithms in dynamic environments. - Xingguang Peng; Xiaoguang Gao 001; Shengxiang Yang (Soft Comput., 2011)

Compensate information from multimodal dynamic landscapes: An anti-pathology cooperative coevolutionary algorithm. - Xingguang Peng; Xiaokang Lei; Kun Liu (IEEE Congress on Evolutionary Computation, 2014)

Gene Regulatory Networks with Asymmetric Information for Swarm Robot Pattern Formation. - Shuai Zhang 024; Xingguang Peng; Yunke Huang; Panpan Yang (ICIRA (3), 2015)

A long-distance navigation model for AUV based on multiple parameter searching. - Xingguang Peng; Kun Liu (ICARM, 2016)

Pattern formation in constrained environments: A swarm robot target trapping method. - Xingguang Peng; Shuai Zhang 024; Yunke Huang (ICARM, 2016)

Finding informative collaborators for cooperative co-evolutionary algorithms using a dynamic multi-population framework. - Xingguang Peng; Zhe Shi (SSCI, 2016)

A dynamic optimization approach to the design of cooperative co-evolutionary algorithms. - Xingguang Peng; Kun Liu; Yaochu Jin (Knowl. Based Syst., 2016)

Large-scale cooperative co-evolution with bi-objective selection based imbalanced multi-modal optimization. - Xingguang Peng; Yapei Wu (CEC, 2017)

Large-scale cooperative co-evolution using niching-based multi-modal optimization and adaptive fast clustering. - Xingguang Peng; Yapei Wu (Swarm Evol. Comput., 2017)

Cooperative Co-evolution for Large Scale Optimization with Dynamic Variable Grouping via Marginal Product Modeling. - Yapei Wu; Xingguang Peng; Demin Xu (CEC, 2018)

Enhancing Cooperative Coevolution with Selective Multiple Populations for Large-Scale Global Optimization. - Xingguang Peng; Yapei Wu (Complex., 2018)

A GP Based Two-Layer Framework for Data-Driven Modeling of Swarm Self-Organizing Rules. - Tao Wang 122; Xingguang Peng; Yapei Wu; Jian Gao (CEC, 2019)

Identifying variable interaction using mutual information of multiple local optima. - Yapei Wu; Xingguang Peng; Demin Xu (GECCO (Companion), 2019)

Identifying Variables Interaction for Black-box Continuous Optimization with Mutual Information of Multiple Local Optima. - Yapei Wu; Xingguang Peng; Demin Xu (SSCI, 2019)

Multimodal Optimization Enhanced Cooperative Coevolution for Large-Scale Optimization. - Xingguang Peng; Yaochu Jin; Handing Wang (IEEE Trans. Cybern., 2019)

MFEA-IG: A Multi-Task Algorithm for Mobile Agents Path Planning. - Yongjian Zhou; Tonghao Wang; Xingguang Peng (CEC, 2020)

Optimizing Parameters of Self-Organizing Model for Swarm Robots via Evolutionary Algorithms. - Zhicheng Zheng; Yanan Li; Xiaokang Lei; Xingguang Peng (CEC, 2021)

Experience Sharing Based Memetic Transfer Learning for Multiagent Reinforcement Learning. - Tonghao Wang; Xingguang Peng; Yaochu Jin; Demin Xu (Memetic Comput., 2022)

Bio-Inspired Uniform Diffusion with Binary-State Sensory Action. - Zhao Zhang; Tao Wang 122; Xingguang Peng (ICDL, 2023)

Cooperative Coevolutionary CMA-ES With Landscape-Aware Grouping in Noisy Environments. - Yapei Wu; Xingguang Peng; Handing Wang; Yaochu Jin; Demin Xu (IEEE Trans. Evol. Comput., 2023)

Characterizing Pairwise U-Turn Behavior in Fish: A Data-Driven Analysis. - Yuan Tao; Yuchen Zhou; Zhicheng Zheng; Xiaokang Lei; Xingguang Peng (Entropy, 2023)

Self-organized swarm robot for multi-target trapping based on self-regulated density interaction. - Yuchen Zhou; Yuan Tao; Xiaokang Lei; Xingguang Peng (Inf. Sci., 2024)

Automated design of action advising trigger conditions for multiagent reinforcement learning: A genetic programming-based approach. - Tonghao Wang; Xingguang Peng; Tao Wang 122; Tong Liu; Demin Xu (Swarm Evol. Comput., 2024)

A Distributed Outmost Push Approach for Multirobot Herding. - Shuai Zhang 024; Xiaokang Lei; Mengyuan Duan; Xingguang Peng; Jia Pan 001 (IEEE Trans. Robotics, 2024)

Heterogeneous Targets Trapping With Swarm Robots by Using Adaptive Density-Based Interaction. - Shuai Zhang 024; Xiaokang Lei; Xingguang Peng; Jia Pan 001 (IEEE Trans. Robotics, 2024)

Emergence of Collective Behaviors for the Swarm Robotics Through Visual Attention-Based Selective Interaction. - Zhicheng Zheng; Yongjian Zhou; Yalun Xiang; Xiaokang Lei; Xingguang Peng (IEEE Robotics Autom. Lett., 2024)

Neural architecture search-based BP neural network for underwater glider motion parameter generation. - Hao Hu; Tao Wang 122; Yanan Li; Zhao Zhang; Xingguang Peng (CEC, 2025)

A Nested Genetic Algorithm for Modeling Self-Organizing Rules in Collective Behaviors. - Tong Liu; Yapei Wu; Tao Wang 122; Xingguang Peng (CEC, 2025)

A multi-population differential evolution algorithm with adaptive optimization dimensions for underwater glider motion planning. - Hao Hu; Tao Wang 122; Yongjian Zhou; Tonghao Wang; Xingguang Peng (Appl. Soft Comput., 2025)

Underwater glider motion parameter generation based on structure-optimized deep belief network and BP neural network. - Hao Hu; Yongjian Zhou; Zhao Zhang; Xingguang Peng (Appl. Soft Comput., 2025)

Bifurcation control for the collective behavior of delayed-coupled agents via PD controller. - Yongjian Zhou; Tao Wang 122; Xingguang Peng (Commun. Nonlinear Sci. Numer. Simul., 2025)

Tuning responsivity-persistence trade-off in swarm robotics: A motion salience threshold approach. - Yanan Li; Zhicheng Zheng; Yalun Xiang; Xiaokang Lei; Xingguang Peng (Robotics Auton. Syst., 2025)

Knowledge-assisted evolutionary task scheduling for hierarchical multiagent systems with transferable surrogates. - Tonghao Wang; Xingguang Peng; Xiaokang Lei; Handing Wang; Yaochu Jin (Swarm Evol. Comput., 2025)

Active Search Promotes the Collective Behavior of Underwater Robots With Limited Field of View. - Yongjian Zhou; Xincheng Hu; Zhengzhong Yang; Jiawei Tang; Yapei Wu; Xingguang Peng (IEEE Robotics Autom. Lett., 2025)

Gazing Preference Induced Controllable Milling Behavior in Swarm Robotics. - Yongjian Zhou; Jintao Song; Tong Liu; Xingguang Peng (IEEE Robotics Autom. Lett., 2025)