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ORCIDXiaojun Zhou 0001
Person information
- affiliation: Central South University, Changsha, Hunan, China
Other persons with the same name
- Xiaojun Zhou — disambiguation page
- Xiaojun Zhou 0002
![[0000-0001-6255-5296]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-6255-5296")
— Sichuan University, Chengdu, China - Xiaojun Zhou 0003 — Central South University, Changsha, China
- Xiaojun Zhou 0004 — Yunnan University, Kunming, China
- Xiaojun Zhou 0005 — PLA Strategic Support Force Information Engineering University, Zhengzhou, China
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2020 – today
- 2026
[j63]Yingchao Dong, Ge Lan, Xiaojun Zhou:
Learning-Based State Transition Algorithm. Expert Syst. Appl. 301: 130419 (2026)- 2025
- [j62]Yan Sun, Xiaojun Zhou, Chunhua Yang, Tingwen Huang:
Constrained multi-objective state transition algorithm via adaptive bidirectional coevolution. Expert Syst. Appl. 266: 126073 (2025) - [j61]Xiaojun Zhou, Zheng Wang, Tingwen Huang:
A fast optimization approach for seeking Nash equilibrium based on Nikaido-Isoda function, state transition algorithm and Gauss-Seidel technique. Neurocomputing 616: 128922 (2025) - [j60]Jiawen Yi, Guo Chen, Xiaojun Zhou:
Decoupling SQL query hardness parsing for text-to-SQL. Neurocomputing 621: 129293 (2025) - [j59]Xiaojun Zhou, Runsong Xia, Tingwen Huang:
A reinforcement learning and population-based discrete state transition algorithm for solving the multi-UAV task allocation problem with complex constraints. Knowl. Based Syst. 325: 113910 (2025) - [j58]Yi Li, Guo Chen, Xiaojun Zhou:
A Multiscale Time-Aware Graph Mamba Neural Network-Based Method for Multienergy System Consumption Quantiles Forecasting. IEEE Syst. J. 19(3): 872-882 (2025) - [j57]Yangyi Du, Xiaojun Zhou, Chunhua Yang, Weihua Gui:
Broad reinforcement learning based adaptive state transition algorithm for global optimization. Swarm Evol. Comput. 97: 102038 (2025) - [j56]Xiaojun Zhou, Ming Li, Yangyi Du, Chunhua Yang, Shiping Wen:
Interpretable Multiobjective Feature Selection via Visualization in Froth Flotation Process. IEEE Trans. Ind. Informatics 21(3): 2530-2539 (2025) - [j55]Yangyi Du, Xiaojun Zhou, Qian Gao, Chunhua Yang, Tingwen Huang:
A Deep Reinforcement Learning-Based Feature Selection Method for Invasive Disease Event Prediction Using Imbalanced Follow-Up Data. IEEE J. Biomed. Health Informatics 29(2): 1472-1483 (2025) - 2024
- [j54]Yingchao Dong, Hongli Zhang, Cong Wang, Xiaojun Zhou:
Soft actor-critic DRL algorithm for interval optimal dispatch of integrated energy systems with uncertainty in demand response and renewable energy. Eng. Appl. Artif. Intell. 127(Part A): 107230 (2024) - [j53]Xiaojun Zhou, Wan Tan, Yanan Sun, Tingwen Huang, Chunhua Yang:
Multi-objective optimization and decision making for integrated energy system using STA and fuzzy TOPSIS. Expert Syst. Appl. 240: 122539 (2024) - [j52]Xiaojun Zhou, Zhouhang Tang, Nan Wang, Chunhua Yang, Tingwen Huang:
A novel state transition algorithm with adaptive fuzzy penalty for multi-constraint UAV path planning. Expert Syst. Appl. 248: 123481 (2024) - [j51]Yingchao Dong, Cong Wang, Hongli Zhang, Xiaojun Zhou:
A novel multi-objective optimization framework for optimal integrated energy system planning with demand response under multiple uncertainties. Inf. Sci. 663: 120252 (2024) - [j50]Xiaojun Zhou, Weijun Yuan, Qian Gao, Chunhua Yang:
An efficient ensemble learning method based on multi-objective feature selection. Inf. Sci. 679: 121084 (2024) - [j49]Renyou Xie, Chaojie Li, Xiaojun Zhou, Hongyang Chen, Zhaoyang Dong:
Differentially Private Federated Learning for Multitask Objective Recognition. IEEE Trans. Ind. Informatics 20(5): 7269-7281 (2024) - [j48]Chaojie Li, Borui Zhang, Zeyu Wang, Yin Yang, Xiaojun Zhou, Shirui Pan, Xinghuo Yu:
Interpretable Traffic Accident Prediction: Attention Spatial-Temporal Multi-Graph Traffic Stream Learning Approach. IEEE Trans. Intell. Transp. Syst. 25(11): 15574-15586 (2024) - [j47]Renyou Xie, Chaojie Li, Xiaojun Zhou, Zhaoyang Dong:
Accelerating Communication-Efficient Federated Multi-Task Learning With Personalization and Fairness. IEEE Trans. Parallel Distributed Syst. 35(11): 2239-2253 (2024) - [j46]Yingchao Dong, Zhengmao Li, Hongli Zhang, Cong Wang, Xiaojun Zhou:
Robust Coordinated Planning of Multi-Region Integrated Energy Systems With Categorized Demand Response. IEEE Trans. Smart Grid 15(6): 5678-5692 (2024) - 2023
- [j45]Boyan Ma, Yangyi Du, Xiaojun Zhou, Chunhua Yang:
A novel adaptive optimization method for deep learning with application to froth floatation monitoring. Appl. Intell. 53(10): 11820-11832 (2023) - [j44]Zhaoke Huang, Chunhua Yang, Xiaojun Zhou, Weihua Gui, Tingwen Huang:
Brain-inspired STA for parameter estimation of fractional-order memristor-based chaotic systems. Appl. Intell. 53(15): 18653-18665 (2023) - [j43]Zhaoke Huang, Chunhua Yang, Xiaojun Zhou, Weihua Gui:
An improved TOPSIS-based multi-criteria decision-making approach for evaluating the working condition of the aluminum reduction cell. Eng. Appl. Artif. Intell. 117(Part): 105599 (2023) - [j42]Yingchao Dong, Hongli Zhang, Cong Wang, Xiaojun Zhou:
Robust optimal scheduling for integrated energy systems based on multi-objective confidence gap decision theory. Expert Syst. Appl. 228: 120304 (2023) - [j41]Yanan Sun, Xiaojun Zhou, Chunhua Yang, Tingwen Huang:
A visual analytics approach for multi-attribute decision making based on intuitionistic fuzzy AHP and UMAP. Inf. Fusion 96: 269-280 (2023) - [j40]Yangyi Du, Xiaojun Zhou, Chunhua Yang, Tingwen Huang:
An interactive feature selection method based on multi-step state transition algorithm for high-dimensional data. Knowl. Based Syst. 282: 111102 (2023) - [j39]Yangyi Du, Xiaojun Zhou, Tingwen Huang, Chunhua Yang:
A hierarchical evolution of neural architecture search method based on state transition algorithm. Int. J. Mach. Learn. Cybern. 14(8): 2723-2738 (2023) - [j38]Jiangxia Zhong, Bin Liu, Xinghuo Yu, Peter Wong, Zeyu Wang, Chongchong Xu, Xiaojun Zhou:
Enhancing Voltage Compliance in Distribution Network Under Cloud and Edge Computing Framework. IEEE Trans. Cloud Comput. 11(2): 1217-1229 (2023) - [j37]Renyou Xie, Chaojie Li, Rui Ma, Liangcai Xu, Xiaojun Zhou:
An Explainable Data-Driven Framework for Fuel Cell Aging Prediction Under Dynamic Condition. IEEE Trans. Ind. Electron. 70(6): 5960-5970 (2023) - [j36]Shengbo Wang, Shiping Wen, Kaibo Shi, Xiaojun Zhou, Tingwen Huang:
Approximate Optimal Control for Nonlinear Systems With Periodic Event-Triggered Mechanism. IEEE Trans. Neural Networks Learn. Syst. 34(6): 2722-2731 (2023) - [j35]Feifan Lin, Xiaojun Zhou, Chaojie Li, Tingwen Huang, Chunhua Yang:
Data-Driven State Transition Algorithm for Fuzzy Chance-Constrained Dynamic Optimization. IEEE Trans. Neural Networks Learn. Syst. 34(9): 5322-5331 (2023) - [c6]Renyou Xie, Chaojie Li, Xiaojun Zhou, Zhaoyang Dong:
Asynchronous Federated Learning for Real-Time Multiple Licence Plate Recognition Through Semantic Communication. ICASSP 2023: 1-5 - 2022
- [j34]Xiaojun Zhou, Yuan Gao, Shengxiang Yang, Chunhua Yang, Jiajia Zhou:
A multiobjective state transition algorithm based on modified decomposition method. Appl. Soft Comput. 119: 108553 (2022) - [j33]Yingchao Dong, Hongli Zhang, Cong Wang, Xiaojun Zhou:
An adaptive state transition algorithm with local enhancement for global optimization. Appl. Soft Comput. 121: 108733 (2022) - [j32]Xiaojun Zhou, Yanan Sun, Zhaoke Huang, Chunhua Yang, Gary G. Yen:
Dynamic multi-objective optimization and fuzzy AHP for copper removal process of zinc hydrometallurgy. Appl. Soft Comput. 129: 109613 (2022) - [j31]Zhaoke Huang, Chunhua Yang, Xiaofang Chen, Xiaojun Zhou, Weihua Gui:
Time series clustering method with cluster validation to identify unknown local cell conditions in the aluminum reduction cell. Comput. Ind. Eng. 174: 108790 (2022) - [j30]Xiaojun Zhou, Jingyi He, Chunhua Yang:
An ensemble learning method based on deep neural network and group decision making. Knowl. Based Syst. 239: 107801 (2022) - [j29]Xiaojun Zhou, Jituo Tian, Zeyu Wang, Chunhua Yang, Tingwen Huang, Xuesong Xu:
Nonlinear bilevel programming approach for decentralized supply chain using a hybrid state transition algorithm. Knowl. Based Syst. 240: 108119 (2022) - [j28]Jie Han, Chunhua Yang, Cheng-Chew Lim, Xiaojun Zhou, Peng Shi:
Stackelberg Game Approach for Robust Optimization With Fuzzy Variables. IEEE Trans. Fuzzy Syst. 30(1): 258-269 (2022) - [j27]Xiaojun Zhou, Yuan Gao, Chaojie Li, Zhaoke Huang:
A Multiple Gradient Descent Design for Multi-Task Learning on Edge Computing: Multi-Objective Machine Learning Approach. IEEE Trans. Netw. Sci. Eng. 9(1): 121-133 (2022) - 2021
- [j26]Zhaoke Huang, Chunhua Yang, Xiaofang Chen, Xiaojun Zhou, Guo Chen, Tingwen Huang, Weihua Gui:
Functional deep echo state network improved by a bi-level optimization approach for multivariate time series classification. Appl. Soft Comput. 106: 107314 (2021) - [j25]Xiaojun Zhou, Jituo Tian, Jianpeng Long, Yaochu Jin, Guo Yu, Chunhua Yang:
A fast constrained state transition algorithm. Neurocomputing 455: 202-214 (2021) - [j24]Yingchao Dong, Hongli Zhang, Cong Wang, Xiaojun Zhou:
Wind power forecasting based on stacking ensemble model, decomposition and intelligent optimization algorithm. Neurocomputing 462: 169-184 (2021) - [j23]Jie Han, Chunhua Yang, Cheng-Chew Lim, Xiaojun Zhou, Peng Shi:
Stackelberg-Nash Game Approach for Constrained Robust Optimization With Fuzzy Variables. IEEE Trans. Fuzzy Syst. 29(11): 3519-3531 (2021) - [j22]Xiaojun Zhou, Xiangyue Wang, Tingwen Huang, Chunhua Yang:
Hybrid Intelligence Assisted Sample Average Approximation Method for Chance Constrained Dynamic Optimization. IEEE Trans. Ind. Informatics 17(9): 6409-6418 (2021) - 2020
- [j21]Zhaoke Huang, Chunhua Yang, Xiaojun Zhou, Shengxiang Yang:
Energy Consumption Forecasting for the Nonferrous Metallurgy Industry Using Hybrid Support Vector Regression with an Adaptive State Transition Algorithm. Cogn. Comput. 12(2): 357-368 (2020) - [j20]Jie Han, Chunhua Yang, Cheng-Chew Lim, Xiaojun Zhou, Peng Shi, Weihua Gui:
Power scheduling optimization under single-valued neutrosophic uncertainty. Neurocomputing 382: 12-20 (2020) - [j19]Xiaojun Zhou, Rundong Zhang, Ke Yang, Chunhua Yang, Tingwen Huang:
Using hybrid normalization technique and state transition algorithm to VIKOR method for influence maximization problem. Neurocomputing 410: 41-50 (2020) - [j18]Tingting Zhao, Jingtian Tang, Shuanggui Hu, GuangYin Lu, Xiaojun Zhou, Yiyuan Zhong:
State-Transition-Algorithm-Based Underwater Multiple Objects Localization With Gravitational Field and Its Gradient Tensor. IEEE Geosci. Remote. Sens. Lett. 17(2): 192-196 (2020) - [j17]Xiaojun Zhou, Rundong Zhang, Xiangyue Wang, Tingwen Huang, Chunhua Yang:
Kernel intuitionistic fuzzy c-means and state transition algorithm for clustering problem. Soft Comput. 24(20): 15507-15518 (2020) - [j16]Xiaojun Zhou, Miao Huang, Tingwen Huang, Chunhua Yang, Weihua Gui:
Dynamic Optimization for Copper Removal Process With Continuous Production Constraints. IEEE Trans. Ind. Informatics 16(12): 7255-7263 (2020) - [c5]Chongchong Xu, Guo Chen, Xiaojun Zhou:
Temporal Pattern Attention-Based Sequence to Sequence model for Multistep Individual Load Forecasting. IECON 2020: 1710-1714 - [i6]Jingyi He, Xiaojun Zhou, Rundong Zhang, Chunhua Yang:
An ensemble learning framework based on group decision making. CoRR abs/2007.01167 (2020)
2010 – 2019
- 2019
- [j15]Fengxue Zhang, Chunhua Yang, Xiaojun Zhou, Weihua Gui:
Optimal Setting and Control Strategy for Industrial Process Based on Discrete-Time Fractional-Order PI $^{\lambda}$ D $^{\mu}$. IEEE Access 7: 47747-47761 (2019) - [j14]Xiaojun Zhou, Ke Yang, Yongfang Xie, Chunhua Yang, Tingwen Huang:
A novel modularity-based discrete state transition algorithm for community detection in networks. Neurocomputing 334: 89-99 (2019) - [j13]Miao Huang, Xiaojun Zhou, Tingwen Huang, Chunhua Yang, Weihua Gui:
Dynamic optimization based on state transition algorithm for copper removal process. Neural Comput. Appl. 31(7): 2827-2839 (2019) - [j12]Xiaojun Zhou, Chunhua Yang, Weihua Gui:
A Statistical Study on Parameter Selection of Operators in Continuous State Transition Algorithm. IEEE Trans. Cybern. 49(10): 3722-3730 (2019) - [j11]Zhaoke Huang, Chunhua Yang, Xiaojun Zhou, Tingwen Huang:
A Hybrid Feature Selection Method Based on Binary State Transition Algorithm and ReliefF. IEEE J. Biomed. Health Informatics 23(5): 1888-1898 (2019) - [c4]Yunxiang Zhang, Xiaojun Zhou, Chunhua Yang:
Data-Driven Based State Transition Algorithm for Dynamic Optimization. SSCI 2019: 1091-1096 - 2018
- [j10]Xiaojun Zhou, Jiajia Zhou, Chunhua Yang, Weihua Gui:
Set-Point Tracking and Multi-Objective Optimization-Based PID Control for the Goethite Process. IEEE Access 6: 36683-36698 (2018) - [j9]Zhaoke Huang, Chunhua Yang, Xiaojun Zhou, Weihua Gui:
A Novel Cognitively Inspired State Transition Algorithm for Solving the Linear Bi-Level Programming Problem. Cogn. Comput. 10(5): 816-826 (2018) - [j8]Xiaojun Zhou, Peng Shi, Cheng-Chew Lim, Chunhua Yang, Weihua Gui:
A dynamic state transition algorithm with application to sensor network localization. Neurocomputing 273: 237-250 (2018) - [j7]Fengxue Zhang, Chunhua Yang, Xiaojun Zhou, Weihua Gui:
Fractional-order PID controller tuning using continuous state transition algorithm. Neural Comput. Appl. 29(10): 795-804 (2018) - [j6]Jiafeng Xie, Pramod Kumar Meher, Xiaojun Zhou, Chiou-Yng Lee:
Low Register-Complexity Systolic Digit-Serial Multiplier Over GF(2m) Based on Trinomials. IEEE Trans. Multi Scale Comput. Syst. 4(4): 773-783 (2018) - 2017
- [c3]Chaojie Li, Xinghuo Yu, Xiaojun Zhou, Wei Ren:
A fixed time distributed optimization: A sliding mode perspective. IECON 2017: 8201-8207 - 2016
- [j5]Xiaojun Zhou, David Yang Gao, Chunhua Yang, Weihua Gui:
Discrete state transition algorithm for unconstrained integer optimization problems. Neurocomputing 173: 864-874 (2016) - [j4]Xiaojun Zhou, David Yang Gao, Chunhua Yang:
Global solutions to a class of CEC benchmark constrained optimization problems. Optim. Lett. 10(3): 457-472 (2016) - 2015
- [j3]Xiaojun Zhou, Peng Shi, Cheng-Chew Lim, Chunhua Yang, Weihua Gui:
Event based guaranteed cost consensus for distributed multi-agent systems. J. Frankl. Inst. 352(9): 3546-3563 (2015) - 2014
- [j2]Xiaojun Zhou, Chunhua Yang, Weihua Gui:
Nonlinear system identification and control using state transition algorithm. Appl. Math. Comput. 226: 169-179 (2014) - [j1]Xiaojun Zhou, David Yang Gao, Chunhua Yang:
Canonical primal-dual algorithm for solving fourth-order polynomial minimization problems. Appl. Math. Comput. 227: 246-255 (2014) - 2013
- [c2]Xiaojun Zhou, David Yang Gao, Chunhua Yang:
A Comparative Study of State Transition Algorithm with Harmony Search and Artificial Bee Colony. BIC-TA 2013: 651-659 - [i5]Xiaojun Zhou:
A Multiobjective State Transition Algorithm for Single Machine Scheduling. CoRR abs/1303.7015 (2013) - [i4]Xiaolin Tang, Chunhua Yang, Xiaojun Zhou, Weihua Gui:
A Discrete State Transition Algorithm for Generalized Traveling Salesman Problem. CoRR abs/1304.7607 (2013) - 2012
- [i3]Xiaojun Zhou, Chunhua Yang, Weihua Gui:
State Transition Algorithm. CoRR abs/1205.6548 (2012) - [i2]Xiaojun Zhou, Chunhua Yang, Weihua Gui:
Initial version of State Transition Algorithm. CoRR abs/1208.0228 (2012) - [i1]Xiaojun Zhou:
A Comparative Study of State Transition Algorithm with Harmony Search and Artificial Bee Colony. CoRR abs/1210.5035 (2012) - 2011
- [c1]Xiaojun Zhou, Chunhua Yang, Weihua Gui:
Initial Version of State Transition Algorithm. ICDMA 2011: 644-647
Coauthor Index
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