Xingguang Peng

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 23

Top Topics

Evolutionary Algorithm

Multiagent Reinforcement Learning

Top Venues

IEEE Trans. Robotics

Swarm Evol. Comput.

Publications

Shuai Zhang, Xiaokang Lei, Xingguang Peng, Jia Pan
Heterogeneous Targets Trapping With Swarm Robots by Using Adaptive Density-Based Interaction. IEEE Trans. Robotics 40 (2024)
Tonghao Wang, Xingguang Peng, Tao Wang, Tong Liu, Demin Xu
Automated design of action advising trigger conditions for multiagent reinforcement learning: A genetic programming-based approach. Swarm Evol. Comput. 85 (2024)
Yuchen Zhou, Yuan Tao, Xiaokang Lei, Xingguang Peng
Self-organized swarm robot for multi-target trapping based on self-regulated density interaction. Inf. Sci. 661 (2024)
Shuai Zhang, Xiaokang Lei, Mengyuan Duan, Xingguang Peng, Jia Pan
A Distributed Outmost Push Approach for Multirobot Herding. IEEE Trans. Robotics 40 (2024)
Yuan Tao, Yuchen Zhou, Zhicheng Zheng, Xiaokang Lei, Xingguang Peng
Characterizing Pairwise U-Turn Behavior in Fish: A Data-Driven Analysis. Entropy 25 (12) (2023)
Yapei Wu, Xingguang Peng, Handing Wang, Yaochu Jin, Demin Xu
Cooperative Coevolutionary CMA-ES With Landscape-Aware Grouping in Noisy Environments. IEEE Trans. Evol. Comput. 27 (3) (2023)
Zhao Zhang, Tao Wang, Xingguang Peng
Bio-Inspired Uniform Diffusion with Binary-State Sensory Action. ICDL (2023)
Tonghao Wang, Xingguang Peng, Yaochu Jin, Demin Xu
Experience Sharing Based Memetic Transfer Learning for Multiagent Reinforcement Learning. Memetic Comput. 14 (1) (2022)
Zhicheng Zheng, Yanan Li, Xiaokang Lei, Xingguang Peng
Optimizing Parameters of Self-Organizing Model for Swarm Robots via Evolutionary Algorithms. CEC (2021)
Yongjian Zhou, Tonghao Wang, Xingguang Peng
MFEA-IG: A Multi-Task Algorithm for Mobile Agents Path Planning. CEC (2020)
Xingguang Peng, Yaochu Jin, Handing Wang
Multimodal Optimization Enhanced Cooperative Coevolution for Large-Scale Optimization. IEEE Trans. Cybern. 49 (9) (2019)
Yapei Wu, Xingguang Peng, Demin Xu
Identifying variable interaction using mutual information of multiple local optima. GECCO (Companion) (2019)
Yapei Wu, Xingguang Peng, Demin Xu
Identifying Variables Interaction for Black-box Continuous Optimization with Mutual Information of Multiple Local Optima. SSCI (2019)
Tao Wang, Xingguang Peng, Yapei Wu, Jian Gao
A GP Based Two-Layer Framework for Data-Driven Modeling of Swarm Self-Organizing Rules. CEC (2019)
Xingguang Peng, Yapei Wu
Enhancing Cooperative Coevolution with Selective Multiple Populations for Large-Scale Global Optimization. Complex. 2018 (2018)
Yapei Wu, Xingguang Peng, Demin Xu
Cooperative Co-evolution for Large Scale Optimization with Dynamic Variable Grouping via Marginal Product Modeling. CEC (2018)
Xingguang Peng, Yapei Wu
Large-scale cooperative co-evolution with bi-objective selection based imbalanced multi-modal optimization. CEC (2017)
Xingguang Peng, Yapei Wu
Large-scale cooperative co-evolution using niching-based multi-modal optimization and adaptive fast clustering. Swarm Evol. Comput. 35 (2017)
Xingguang Peng, Kun Liu, Yaochu Jin
A dynamic optimization approach to the design of cooperative co-evolutionary algorithms. Knowl. Based Syst. 109 (2016)
Xingguang Peng, Kun Liu
A long-distance navigation model for AUV based on multiple parameter searching. ICARM (2016)
Xingguang Peng, Zhe Shi
Finding informative collaborators for cooperative co-evolutionary algorithms using a dynamic multi-population framework. SSCI (2016)
Xingguang Peng, Shuai Zhang, Yunke Huang
Pattern formation in constrained environments: A swarm robot target trapping method. ICARM (2016)
Shuai Zhang, Xingguang Peng, Yunke Huang, Panpan Yang
Gene Regulatory Networks with Asymmetric Information for Swarm Robot Pattern Formation. ICIRA (3) (2015)
Xingguang Peng, Xiaokang Lei, Kun Liu
Compensate information from multimodal dynamic landscapes: An anti-pathology cooperative coevolutionary algorithm. IEEE Congress on Evolutionary Computation (2014)
Xingguang Peng, Xiaoguang Gao, Shengxiang Yang
Environment identification-based memory scheme for estimation of distribution algorithms in dynamic environments. Soft Comput. 15 (2) (2011)
Xingguang Peng, Demin Xu, Weisheng Yan
Intelligent flight for UAV via integration of dynamic MOEA, Bayesian network and fuzzy logic. CDC/ECC (2011)
Xingguang Peng, Xiaoguang Gao
A Multi-objective Optimal Approach for UAV Routing in Reconnaissance Mission with Stochastic Observation Time. ISMIS (2008)