Intelligent optimization and control, intelligent logistics distribution, intelligent optimization design of integrated circuits, machine learning
He received his Ph.D. degree from the School of Information and Control Engineering, China University of Mining and Technology in December 2019.
He has published more than 20 SCI/EI indexed papers, including 4 papers in
CAS Zone 1 TOP journals and 1 ESI Top 1% highly cited paper. He has applied for 5 national invention patents, among which 3 have been granted.
He has presided over 2 General Projects of Guangdong Provincial Natural Science Foundation, 2 Natural Science Foundation Projects of Anhui Provincial Department of Education, and 3 open projects of provincial/ministerial key laboratories. He has participated in 1 Major Project of the Ministry of Science and Technology, 3 National Natural Science Foundation of China projects, 1 General Project and 1 Key Project of Regional Joint Fund of Guangdong Provincial Natural Science Foundation respectively.
He was awarded the
Second Prize of Higher Education Excellent Scientific Research Achievement Award (Science and Technology) of the Ministry of Education (2022), two Third Prizes of Excellent Academic Papers of Anhui Province (2016), and one Second Prize of Teaching Achievement Award of Anhui Province (2016).
He is an Excellent Instructor of National College Mathematical Modeling Competition (2012), and Excellent Instructor of Guangdong Provincial Division (2021, 2022, 2023). Under his guidance, students have won
2 National First Prizes in the 25th China Robot and Artificial Intelligence Competition, 6 National Second Prizes and more than 10 Provincial First Prizes in National College Mathematical Modeling Competition, 5 First Prizes in Mathematical Contest in Modeling (MCM/ICM), as well as numerous other awards. He has compiled 1 textbook as a participant.
General Project of Guangdong Basic and Applied Basic Research Foundation, No. 2024A1515012450, Dynamic Constrained Multi-objective Evolutionary Computation and Its Application in UAV Collaborative Distribution, Jan. 2024 – Dec. 2026, Principal Investigator (PI)
Key Project of Regional Joint Fund of Guangdong Basic and Applied Basic Research Foundation, No. 2023B1515120020, Structural Mathematical Modeling, Theoretical Analysis and Intelligent Optimization Algorithms for Industrial Applications, Nov. 2023 – Oct. 2026, Major Participant
Open Project of Guangxi Key Laboratory of Machine Vision and Intelligent Control, No. 2022B04, Data-driven Modeling and Dynamic Optimal Control of Urban Sewage Treatment Process, Jan. 2023 – Dec. 2024, Principal Investigator (PI)
General Project of Guangdong Basic and Applied Basic Research Foundation, No. 2021A1515011709, Dynamic Multi-objective Evolutionary Programming with Machine Learning Embedded Population Aggregation Morphology Transformation, Jan. 2021 – Dec. 2023, Principal Investigator (PI)
Scientific Research Startup Fund of Shantou University, No. NTF20009, Dynamic Multimodal Multi-objective Evolutionary Optimization Algorithms and Applications, Mar. 2020 – Feb. 2023, Principal Investigator (PI)
Horizontal Project of Shijiazhuang Campus, Army Engineering University of PLA, No. 2021-0042-H, Equipment Support Evaluation Index Assessment and Optimization, Aug. 2021 – Oct. 2021, Principal Investigator (PI)
Major Project of National Science and Technology Innovation 2030 Program – New Generation Artificial Intelligence, No. 2021ZD0111502, Generalization Research of Causal Decision Models, Jan. 2021 – Dec. 2025, Major Participant
Open Project of Key Laboratory of Intelligent Computing & Signal Processing (Anhui University), Ministry of Education, No. 2019A002, Variable-Dimension Dynamic Multi-objective Evolutionary Optimization Algorithms Based on Collaborative Strategy and Their Applications, Jan. 2020 – Dec. 2021, Principal Investigator (PI)
Open Project of Key Laboratory of Symbol Computation and Knowledge Engineering (Jilin University), No. 93K172021K13, Data-driven Multi-objective Optimization of Complex Oil and Gas Well Trajectory, Jan. 2021 – Dec. 2022, Principal Investigator (PI)
General Project of National Natural Science Foundation of China, No. 61973305, Knowledge-Fused Hybrid Dynamic Multi-objective Evolutionary Programming for Precise Roadway Section Forming Trajectory, Jan. 2020 – Dec. 2023, Major Participant
General Project of National Natural Science Foundation of China, No. 61873105, Structure Optimization of Underwater Mobile Wireless Sensor Networks Integrated with Evolutionary Optimization and Machine Learning, Jan. 2019 – Dec. 2022, Major Participant
Natural Science Foundation of Anhui Higher Education Institutions, No. KJ2014b17, Particle Swarm Optimization Algorithm and Its Application in Data Stream Clustering, Jan. 2014 – Dec. 2015, Principal Investigator (PI)
Natural Science Foundation of Anhui Higher Education Institutions, No. KJ2012Z346, Statistical Depth Function and Its Applications, Jan. 2012 – Dec. 2013, Principal Investigator (PI)
Xu B, Lü X, Li W, Gong D, Fan Z, He J. Dynamic Robust Multi-objective Evolutionary Optimization Algorithm Based on Multi-scenario Modeling. Control and Decision. (Accepted, DOI: 10.13195/j.kzyjc.2023.1641)
Zhang X, Li C, Xu B, Pan Z, Yu T. Dropout Deep Neural Network Assisted Transfer Learning for Bi-Objective Pareto AGC Dispatch. IEEE Transactions on Power Systems, 2023, 38(2): 1432-1444. (CAS Zone 1 TOP, Impact Factor: 6.663)
Lu Q, Qiu Y, Guan C, Wang H, Zhu M, Xu B*, Li W*, Fan Z*. Coordinated Multi-UAV Reconnaissance Scheme for Multiple Targets. Applied Sciences, 2023, 13, 10920.
Xu B, Zhang G, Li K*, Li B, Chi H, Yao Y, Fan Z. Reactive power optimization of a distribution network with high-penetration of wind and solar renewable energy and electric vehicles. Protection and Control of Modern Power Systems, 2022, 7:51. (CAS Zone 1 TOP, Impact Factor: 10.500)
Xu B, Gong D*, Zhang Y, Yang S, Wang L, Fan Z, Zhang Y. Cooperative co-evolutionary algorithm for multi-objective optimization problems with changing decision variables. Information Sciences, 2022, 607: 278-296. (CAS Zone 1 TOP, Impact Factor: 8.233)
Fan Z, Zheng Z, Xu B*, Li W, Zhang Y, Hao Z. Performance optimization of hard rock tunnel boring machine using multi-objective evolutionary algorithm. Computers & Industrial Engineering, 2022, 169: 108251. (JCR Zone 1, CAS Zone 2, Impact Factor: 5.431)
Zhang X, Li C, Xu B, Pan Z, Yu T. Dropout Deep Neural Network Assisted Transfer Learning for Bi-Objective Pareto AGC Dispatch. IEEE Transactions on Power Systems. (CAS Zone 1 TOP, Impact Factor: 6.663, Early Access)
Gong D, Xu B*, Zhang Y, Guo Y*, Yang S. A similarity-based cooperative co-evolutionary algorithm for dynamic interval multi-objective optimization problems. IEEE Transactions on Evolutionary Computation, 2020, 24(1): 142-156. (SCI, CAS Zone 1 TOP, Impact Factor: 11.169, supervisor as first author)
Xu B, Zhang Y, Gong D, Guo Y, Rong M. Environment sensitivity-based cooperative co-evolutionary algorithms for dynamic multi-objective optimization. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2018, 15(6): 1877-1890. (SCI, CAS Zone 3, Impact Factor: 2.896)
Xu B*, Wang X, Wei W, Wang H. On reverse Hilbert-type inequalities. Journal of Inequalities and Applications, 2014, 2014:1-11. (SCI)
Shi Y, Xu B*, Guo Y. Numerical solution of Korteweg-de Vries-Burgers equation by the compact-type CIP method. Advances in Difference Equations, 2015, 2015:353. (SCI)
Shi Y, Xu B*, Guo Y. A Compact-Type CIP Method for General Korteweg-de Vries Equation. Abstract and Applied Analysis, 2014, Article ID 640194:1-9. (SCI)
Xu B, Guo Y, Zhu N. The parameter bayesian estimation of two-parameter exponential-poisson distribution and its optimal property. Journal of Interdisciplinary Mathematics, 2016, 19(4): 697-707. (EI)
Xu B, Zhang G, Zhang X, Li K*, Yao Y, Fan Z, Zhang Y. Multi-objective Evolutionary Algorithm for Reactive Power Optimization of Distribution Network Connecting with Renewable Energies and EVs. In: 13th International Conference on Swarm Intelligence (ICSI 2022), Xi’an, China, 15–19 July 2022, pp.482-490.
Xu B, Zhang Y, Gong D*, Wang L. A parallel multi-objective cooperative co-evolutionary algorithm with changing variables. In: Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO 2017), Berlin, Germany, 15–19 July 2017. (EI)
Xu B, Zhang Y, Gong D*, Rong M. Cooperative co-evolutionary algorithm for dynamic multi-objective optimization based on environmental variable grouping. In: International Conference on Swarm Intelligence (ICSI 2016), Bali, Indonesia, 25–30 June 2016. (EI)
Xu B, Xie S, Li F, Li B, Wei C. Toy (Multifunctional Rolling Button). Design Patent, Application Date: 23 July 2024, Application No.: 2024304608449.
Wei C, Wu G, Liang X, Li Z, Xu B, Liu J. A USV Path Planning Method, System, Apparatus and Storage Medium. Invention Patent, Application Date: 13 June 2024, Application No.: 2024107564808.
Xu B, Zhu M, Lu Q, Rang G, Lü X, Li B, Wei C. Truck-UAV Multi-objective Collaborative Distribution Planning Method and System. Granted Invention Patent, Patent No.: ZL202311265620.3, Application Date: 28 September 2023.
Xu B, Guo H, Fu Z, Xie J, Rang G, Li K, Fan Z. Pure Bearing Passive Positioning Method and System for UAV. Granted Invention Patent, Patent No.: ZL202311275557.1, Application Date: 28 September 2023.
Xu B, Lai B, Zhong Z, Yin H, Lü X, Li B, Wei C. Method, Device and Storage Medium for Determining Maximum Output Power of Wave Energy. Invention Patent, Application Date: 25 August 2023, Application No.: 2023110843154.
Xu B, Yu H, Chen X, Yang R, Rong Y, Fan Z. Fundus Image Processing Method, Apparatus, Device and Storage Medium. Invention Patent, Application Date: 13 July 2023, Application No.: 2023108627119.
Tourist Attraction Recommendation System Embedded with Personal Preference V1.0. Computer Software Copyright Registration, Registration No.: 2021SR0489106.
