Initial Version of State Transition Algorithm. - Xiaojun Zhou 001; Chunhua Yang 001; Weihua Gui 001 (ICDMA, 2011)

State Transition Algorithm - Xiaojun Zhou 001; Chunhua Yang 001; Weihua Gui 001 (CoRR, 2012)

A Comparative Study of State Transition Algorithm with Harmony Search and Artificial Bee Colony - Xiaojun Zhou 001 (CoRR, 2012)

A Comparative Study of State Transition Algorithm with Harmony Search and Artificial Bee Colony. - Xiaojun Zhou 001; David Yang Gao; Chunhua Yang 001 (BIC-TA, 2013)

A Multiobjective State Transition Algorithm for Single Machine Scheduling - Xiaojun Zhou 001 (CoRR, 2013)

A Discrete State Transition Algorithm for Generalized Traveling Salesman Problem - Xiaolin Tang; Chunhua Yang 001; Xiaojun Zhou 001; Weihua Gui 001 (CoRR, 2013)

Canonical primal-dual algorithm for solving fourth-order polynomial minimization problems. - Xiaojun Zhou 001; David Yang Gao; Chunhua Yang 001 (Appl. Math. Comput., 2014)

Nonlinear system identification and control using state transition algorithm. - Xiaojun Zhou 001; Chunhua Yang 001; Weihua Gui 001 (Appl. Math. Comput., 2014)

Event based guaranteed cost consensus for distributed multi-agent systems. - Xiaojun Zhou 001; Peng Shi 001; Cheng-Chew Lim; Chunhua Yang 001; Weihua Gui 001 (J. Frankl. Inst., 2015)

Discrete state transition algorithm for unconstrained integer optimization problems. - Xiaojun Zhou 001; David Yang Gao; Chunhua Yang 001; Weihua Gui 001 (Neurocomputing, 2016)

Global solutions to a class of CEC benchmark constrained optimization problems. - Xiaojun Zhou 001; David Yang Gao; Chunhua Yang 001 (Optim. Lett., 2016)

A fixed time distributed optimization: A sliding mode perspective. - Chaojie Li; Xinghuo Yu 001; Xiaojun Zhou 001; Wei Ren 001 (IECON, 2017)

Set-Point Tracking and Multi-Objective Optimization-Based PID Control for the Goethite Process. - Xiaojun Zhou 001; Jiajia Zhou; Chunhua Yang 001; Weihua Gui 001 (IEEE Access, 2018)

A Novel Cognitively Inspired State Transition Algorithm for Solving the Linear Bi-Level Programming Problem. - Zhaoke Huang; Chunhua Yang 001; Xiaojun Zhou 001; Weihua Gui 001 (Cogn. Comput., 2018)

A dynamic state transition algorithm with application to sensor network localization. - Xiaojun Zhou 001; Peng Shi 001; Cheng-Chew Lim; Chunhua Yang 001; Weihua Gui 001 (Neurocomputing, 2018)

Fractional-order PID controller tuning using continuous state transition algorithm. - Fengxue Zhang; Chunhua Yang 001; Xiaojun Zhou 001; Weihua Gui 001 (Neural Comput. Appl., 2018)

Low Register-Complexity Systolic Digit-Serial Multiplier Over GF(2m) Based on Trinomials. - Jiafeng Xie; Pramod Kumar Meher; Xiaojun Zhou 001; Chiou-Yng Lee (IEEE Trans. Multi Scale Comput. Syst., 2018)

Data-Driven Based State Transition Algorithm for Dynamic Optimization. - Yunxiang Zhang; Xiaojun Zhou 001; Chunhua Yang 001 (SSCI, 2019)

Optimal Setting and Control Strategy for Industrial Process Based on Discrete-Time Fractional-Order PI $^{ lambda}$ D $^{ mu}$. - Fengxue Zhang; Chunhua Yang 001; Xiaojun Zhou 001; Weihua Gui 001 (IEEE Access, 2019)

A novel modularity-based discrete state transition algorithm for community detection in networks. - Xiaojun Zhou 001; Ke Yang; Yongfang Xie; Chunhua Yang 001; Tingwen Huang (Neurocomputing, 2019)

Dynamic optimization based on state transition algorithm for copper removal process. - Miao Huang; Xiaojun Zhou 001; Tingwen Huang; Chunhua Yang 001; Weihua Gui 001 (Neural Comput. Appl., 2019)

A Statistical Study on Parameter Selection of Operators in Continuous State Transition Algorithm. - Xiaojun Zhou 001; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Cybern., 2019)

A Hybrid Feature Selection Method Based on Binary State Transition Algorithm and ReliefF. - Zhaoke Huang; Chunhua Yang 001; Xiaojun Zhou 001; Tingwen Huang (IEEE J. Biomed. Health Informatics, 2019)

Temporal Pattern Attention-Based Sequence to Sequence model for Multistep Individual Load Forecasting. - Chongchong Xu; Guo Chen 005; Xiaojun Zhou 001 (IECON, 2020)

Energy Consumption Forecasting for the Nonferrous Metallurgy Industry Using Hybrid Support Vector Regression with an Adaptive State Transition Algorithm. - Zhaoke Huang; Chunhua Yang 001; Xiaojun Zhou 001; Shengxiang Yang (Cogn. Comput., 2020)

An ensemble learning framework based on group decision making. - Jingyi He; Xiaojun Zhou 001; Rundong Zhang; Chunhua Yang 001 (CoRR, 2020)

Power scheduling optimization under single-valued neutrosophic uncertainty. - Jie Han 004; Chunhua Yang 001; Cheng-Chew Lim; Xiaojun Zhou 001; Peng Shi 001; Weihua Gui 001 (Neurocomputing, 2020)

Using hybrid normalization technique and state transition algorithm to VIKOR method for influence maximization problem. - Xiaojun Zhou 001; Rundong Zhang; Ke Yang; Chunhua Yang 001; Tingwen Huang (Neurocomputing, 2020)

State-Transition-Algorithm-Based Underwater Multiple Objects Localization With Gravitational Field and Its Gradient Tensor. - Tingting Zhao 004; Jingtian Tang; Shuanggui Hu; GuangYin Lu; Xiaojun Zhou 001; Yiyuan Zhong (IEEE Geosci. Remote. Sens. Lett., 2020)

Kernel intuitionistic fuzzy c-means and state transition algorithm for clustering problem. - Xiaojun Zhou 001; Rundong Zhang; Xiangyue Wang; Tingwen Huang; Chunhua Yang 001 (Soft Comput., 2020)

Dynamic Optimization for Copper Removal Process With Continuous Production Constraints. - Xiaojun Zhou 001; Miao Huang; Tingwen Huang; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2020)

Functional deep echo state network improved by a bi-level optimization approach for multivariate time series classification. - Zhaoke Huang; Chunhua Yang 001; Xiaofang Chen; Xiaojun Zhou 001; Guo Chen 005; Tingwen Huang; Weihua Gui 001 (Appl. Soft Comput., 2021)

Wind power forecasting based on stacking ensemble model, decomposition and intelligent optimization algorithm. - Yingchao Dong; Hongli Zhang 004; Cong Wang 036; Xiaojun Zhou 001 (Neurocomputing, 2021)

A fast constrained state transition algorithm. - Xiaojun Zhou 001; Jituo Tian; Jianpeng Long; Yaochu Jin; Guo Yu 001; Chunhua Yang 001 (Neurocomputing, 2021)

Stackelberg-Nash Game Approach for Constrained Robust Optimization With Fuzzy Variables. - Jie Han 004; Chunhua Yang 001; Cheng-Chew Lim; Xiaojun Zhou 001; Peng Shi 001 (IEEE Trans. Fuzzy Syst., 2021)

Hybrid Intelligence Assisted Sample Average Approximation Method for Chance Constrained Dynamic Optimization. - Xiaojun Zhou 001; Xiangyue Wang; Tingwen Huang; Chunhua Yang 001 (IEEE Trans. Ind. Informatics, 2021)

An adaptive state transition algorithm with local enhancement for global optimization. - Yingchao Dong; Hongli Zhang 004; Cong Wang 036; Xiaojun Zhou 001 (Appl. Soft Comput., 2022)

A multiobjective state transition algorithm based on modified decomposition method. - Xiaojun Zhou 001; Yuan Gao; Shengxiang Yang; Chunhua Yang 001; Jiajia Zhou (Appl. Soft Comput., 2022)

Dynamic multi-objective optimization and fuzzy AHP for copper removal process of zinc hydrometallurgy. - Xiaojun Zhou 001; Yanan Sun 001; Zhaoke Huang; Chunhua Yang 001; Gary G. Yen (Appl. Soft Comput., 2022)

Time series clustering method with cluster validation to identify unknown local cell conditions in the aluminum reduction cell. - Zhaoke Huang; Chunhua Yang 001; Xiaofang Chen; Xiaojun Zhou 001; Weihua Gui 001 (Comput. Ind. Eng., 2022)

An ensemble learning method based on deep neural network and group decision making. - Xiaojun Zhou 001; Jingyi He; Chunhua Yang 001 (Knowl. Based Syst., 2022)

Nonlinear bilevel programming approach for decentralized supply chain using a hybrid state transition algorithm. - Xiaojun Zhou 001; Jituo Tian; Zeyu Wang 011; Chunhua Yang 001; Tingwen Huang; Xuesong Xu (Knowl. Based Syst., 2022)

Stackelberg Game Approach for Robust Optimization With Fuzzy Variables. - Jie Han 004; Chunhua Yang 001; Cheng-Chew Lim; Xiaojun Zhou 001; Peng Shi 001 (IEEE Trans. Fuzzy Syst., 2022)

A Multiple Gradient Descent Design for Multi-Task Learning on Edge Computing: Multi-Objective Machine Learning Approach. - Xiaojun Zhou 001; Yuan Gao; Chaojie Li; Zhaoke Huang (IEEE Trans. Netw. Sci. Eng., 2022)

Asynchronous Federated Learning for Real-Time Multiple Licence Plate Recognition Through Semantic Communication. - Renyou Xie; Chaojie Li; Xiaojun Zhou 001; Zhaoyang Dong (ICASSP, 2023)

An improved TOPSIS-based multi-criteria decision-making approach for evaluating the working condition of the aluminum reduction cell. - Zhaoke Huang; Chunhua Yang 001; Xiaojun Zhou 001; Weihua Gui 001 (Eng. Appl. Artif. Intell., 2023)

A hierarchical evolution of neural architecture search method based on state transition algorithm. - Yangyi Du; Xiaojun Zhou 001; Tingwen Huang; Chunhua Yang 001 (Int. J. Mach. Learn. Cybern., 2023)

Enhancing Voltage Compliance in Distribution Network Under Cloud and Edge Computing Framework. - Jiangxia Zhong; Bin Liu 036; Xinghuo Yu 001; Peter Wong; Zeyu Wang 011; Chongchong Xu; Xiaojun Zhou 001 (IEEE Trans. Cloud Comput., 2023)

A novel adaptive optimization method for deep learning with application to froth floatation monitoring. - Boyan Ma; Yangyi Du; Xiaojun Zhou 001; Chunhua Yang 001 (Appl. Intell., 2023)

An Explainable Data-Driven Framework for Fuel Cell Aging Prediction Under Dynamic Condition. - Renyou Xie; Chaojie Li; Rui Ma 035; Liangcai Xu; Xiaojun Zhou 001 (IEEE Trans. Ind. Electron., 2023)

Approximate Optimal Control for Nonlinear Systems With Periodic Event-Triggered Mechanism. - Shengbo Wang; Shiping Wen 001; Kaibo Shi; Xiaojun Zhou 001; Tingwen Huang (IEEE Trans. Neural Networks Learn. Syst., 2023)

Brain-inspired STA for parameter estimation of fractional-order memristor-based chaotic systems. - Zhaoke Huang; Chunhua Yang 001; Xiaojun Zhou 001; Weihua Gui 001; Tingwen Huang (Appl. Intell., 2023)

A visual analytics approach for multi-attribute decision making based on intuitionistic fuzzy AHP and UMAP. - Yanan Sun 001; Xiaojun Zhou 001; Chunhua Yang 001; Tingwen Huang (Inf. Fusion, 2023)

Data-Driven State Transition Algorithm for Fuzzy Chance-Constrained Dynamic Optimization. - Feifan Lin; Xiaojun Zhou 001; Chaojie Li; Tingwen Huang; Chunhua Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Robust optimal scheduling for integrated energy systems based on multi-objective confidence gap decision theory. - Yingchao Dong; Hongli Zhang 004; Cong Wang 036; Xiaojun Zhou 001 (Expert Syst. Appl., 2023)

An interactive feature selection method based on multi-step state transition algorithm for high-dimensional data. - Yangyi Du; Xiaojun Zhou 001; Chunhua Yang 001; Tingwen Huang (Knowl. Based Syst., 2023)

Multi-objective optimization and decision making for integrated energy system using STA and fuzzy TOPSIS. - Xiaojun Zhou 001; Wan Tan; Yanan Sun 001; Tingwen Huang; Chunhua Yang 001 (Expert Syst. Appl., 2024)

A novel state transition algorithm with adaptive fuzzy penalty for multi-constraint UAV path planning. - Xiaojun Zhou 001; Zhouhang Tang; Nan Wang; Chunhua Yang 001; Tingwen Huang (Expert Syst. Appl., 2024)

A novel multi-objective optimization framework for optimal integrated energy system planning with demand response under multiple uncertainties. - Yingchao Dong; Cong Wang 036; Hongli Zhang 004; Xiaojun Zhou 001 (Inf. Sci., 2024)

An efficient ensemble learning method based on multi-objective feature selection. - Xiaojun Zhou 001; Weijun Yuan; Qian Gao; Chunhua Yang 001 (Inf. Sci., 2024)

Soft actor-critic DRL algorithm for interval optimal dispatch of integrated energy systems with uncertainty in demand response and renewable energy. - Yingchao Dong; Hongli Zhang 004; Cong Wang 036; Xiaojun Zhou 001 (Eng. Appl. Artif. Intell., 2024)

Differentially Private Federated Learning for Multitask Objective Recognition. - Renyou Xie; Chaojie Li; Xiaojun Zhou 001; Hongyang Chen 001; Zhaoyang Dong (IEEE Trans. Ind. Informatics, 2024)

Interpretable Traffic Accident Prediction: Attention Spatial-Temporal Multi-Graph Traffic Stream Learning Approach. - Chaojie Li; Borui Zhang; Zeyu Wang 011; Yin Yang 001; Xiaojun Zhou 001; Shirui Pan; Xinghuo Yu 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Accelerating Communication-Efficient Federated Multi-Task Learning With Personalization and Fairness. - Renyou Xie; Chaojie Li; Xiaojun Zhou 001; Zhaoyang Dong (IEEE Trans. Parallel Distributed Syst., 2024)

Robust Coordinated Planning of Multi-Region Integrated Energy Systems With Categorized Demand Response. - Yingchao Dong; Zhengmao Li; Hongli Zhang 004; Cong Wang 036; Xiaojun Zhou 001 (IEEE Trans. Smart Grid, 2024)

Constrained multi-objective state transition algorithm via adaptive bidirectional coevolution. - Yan Sun; Xiaojun Zhou 001; Chunhua Yang 001; Tingwen Huang (Expert Syst. Appl., 2025)

Decoupling SQL query hardness parsing for text-to-SQL. - Jiawen Yi; Guo Chen 005; Xiaojun Zhou 001 (Neurocomputing, 2025)

A fast optimization approach for seeking Nash equilibrium based on Nikaido-Isoda function, state transition algorithm and Gauss-Seidel technique. - Xiaojun Zhou 001; Zheng Wang 043; Tingwen Huang (Neurocomputing, 2025)

A reinforcement learning and population-based discrete state transition algorithm for solving the multi-UAV task allocation problem with complex constraints. - Xiaojun Zhou 001; Runsong Xia; Tingwen Huang (Knowl. Based Syst., 2025)

Broad reinforcement learning based adaptive state transition algorithm for global optimization. - Yangyi Du; Xiaojun Zhou 001; Chunhua Yang 001; Weihua Gui 001 (Swarm Evol. Comput., 2025)

A Deep Reinforcement Learning-Based Feature Selection Method for Invasive Disease Event Prediction Using Imbalanced Follow-Up Data. - Yangyi Du; Xiaojun Zhou 001; Qian Gao; Chunhua Yang 001; Tingwen Huang (IEEE J. Biomed. Health Informatics, 2025)

Interpretable Multiobjective Feature Selection via Visualization in Froth Flotation Process. - Xiaojun Zhou 001; Ming Li; Yangyi Du; Chunhua Yang 001; Shiping Wen 001 (IEEE Trans. Ind. Informatics, 2025)

A Multiscale Time-Aware Graph Mamba Neural Network-Based Method for Multienergy System Consumption Quantiles Forecasting. - Yi Li; Guo Chen 005; Xiaojun Zhou 001 (IEEE Syst. J., 2025)