成员

    

Name郑宇军
Professional Title教授、博士生导师
           
Research Fields演化计算、运筹学
E-mail

yujun.zheng@computer.org

Publications


1. Zheng Yu-Jun*.Emergency train scheduling on Chinese high-speed railways. Transportation Science, doi:10.1287/trsc.2017.0794

2. Zheng Yu-Jun*, Ling Hai-Feng, Xue Jin-Yun. Disaster rescue task scheduling: An evolutionary multiobjective optimization approach. IEEE Transactions on Emerging Topics in Computing, doi:10.1109/TETC.2014.2369957

 

2017

3. Zheng Yu-Jun*, Sheng Wei-Guo, Sun Xing-Ming, Chen Sheng-Yong. Airline passenger profiling based on fuzzy deep machine learning. IEEE Transactions on Neural Networks and Learning Systems, 2017,28:2911-2923. doi:10.1109/TNNLS.2016.2609437

4. Zheng Yu-Jun*, Chen Sheng-Yong, Xue Yu, Xue Jin-Yun. A Pythagorean-type fuzzy deep denoising autoencoder for industrial accident early warning. IEEE Transactions on Fuzzy Systems, 2017,25:1561-1575. doi:10.1109/TFUZZ.2017.2738605

5. Zheng Yu-Jun*, Wang Yue, Ling Hai-Feng, Xue Yu, Chen Sheng-Yong. Integrated civilian-military pre-positioning of emergency supplies: A multiobjective optimization approach.Applied Soft Computing, 2017,58:732-741. doi:10.1016/j.asoc.2017.05.016

6. Zhang Bei, Zheng Yu-Jun*, Zhang Min-Xia, Chen Sheng-Yong. Fireworks algorithm with enhanced fireworks interaction.IEEE-ACM Transactions on Computational Biology and Bioinformatics, 2017,14:42-55. doi:10.1109/TCBB.2015.2446487

 

2016

7. Zheng Yu-Jun*, Chen Qin-Zhang, Ling Hai-Feng, Xue Jin-Yun. Rescue Wings: Mobile computing and active services support for disaster rescue. IEEE Transactions on Services Computing, 2016,9:594-607. doi:10.1109/TSC.2015.2401598

8. Zheng Yu-Jun*, Zhang Min-Xia, Zhang Bei. Biogeographic harmony search for emergency air transportation. Soft Computing, 2016, 20:967-977. doi:10.1007/s00500-014-1556-6

9. Song Qin, Zheng Yu-Jun*, Xue Yu, Sheng Wei-Guo, Zhao Mei-Rong. An evolutionary deep neural network for predicting morbidity of gastrointestinal infections by food contamination. Neurocomputing, 2016,226:16-22. doi:10.1016/j.neucom.2016.11.018

 

2015

10. Zheng Yu-Jun*, Ling Hai-Feng, Chen Sheng-Yong, Xue Jin-Yun. A hybrid neuro-fuzzy network based on differential biogeography-based optimization for online population classification in earthquakes.IEEE Transactions on Fuzzy Systems, 2015,23:1070-1083. doi:10.1109/TFUZZ.2014.2337938

11. Zheng Yu-Jun*. Water wave optimization: A new nature-inspired metaheuristic. Computer & Operations Research, 2015,11:1-11. doi:10.1016/j.cor.2014.10.008

12. Zheng Yu-Jun*, Chen Sheng-Yong, Ling Hai-Feng. Evolutionary optimization for disaster relief operations: A survey.Applied Soft Computing, 2015,27:553-566. doi:10.1016/j.asoc.2014.09.041

13. Zheng Yu-Jun*, Zhang Min-Xia, Ling Hai-Feng, Chen Sheng-Yong. Emergency railway transportation planning using a hyperheuristic approach. IEEE Transactions on Intelligent Transportation Systems, 2015,16:321-329. doi:10.1109/tits.2014.2331239

14. Zheng Yu-Jun*, Xu Xin-Li, Ling Hai-Feng, Chen Sheng-Yong. A hybrid fireworks optimization method with differential evolution operators.Neurocomputing 2015,148:75-82. doi:10.1016/j.neucom.2012.08.075

 


2014

15. Zheng Yu-Jun*, Ling Hai-Feng, Xue Jin-Yun, Chen Sheng-Yong. Population classification in fire evacuation: A multiobjective particle swarm optimization approach. IEEE Transactions on Evolutionary Computation, 2014, 18:70-81. doi:10.1109/TEVC.2013.2281396

16. Zheng Yu-Jun*, Ling Hai-Feng, Xue Jin-Yun, Chen Sheng-Yong. Ecogeography-based optimization: Enhancing biogeography-based optimization with ecogeographic barriers and differentiations. Computer & Operations Research, 2014,50:115-127. doi:10.1016/j.cor.2014.04.013

17. Zheng Yu-Jun*, Ling Hai-Feng, Chen Hai-Song, Chen Sheng-Yong. Emergency railway wagon scheduling by hybrid biogeography-based optimization. Computer & Operations Research, 2014,43:1-18. doi:10.1016/j.cor.2013.09.002

 

2013

18. Zheng Yu-Jun*, Song Qin, Chen Sheng-Yong. Multiobjective fireworks optimization for variable-rate fertilization in oil crop production. Applied Soft Computing, 2013,13: 4253-4263. doi:10.1016/j.asoc.2013.07.004

19. Zheng Yu-Jun*, Chen Sheng-Yong. Cooperative particle swarm optimization for multiobjective transportation planning. Applied Intelligence, 2013,39:202-216. doi:10.1007/s10489-012-0405-5

20. Zheng Yu-Jun*, Ling Hai-Feng. Emergency transportation planning in disaster relief supply chain management: a cooperative fuzzy optimization approachSoft Computing, 2013,17:1301-1314. doi:10.1007/s00500-012-0968-4

 

2012 and Before

21. Zheng Yu-Jun, Shi Haihe, Chen Shengyong. Fuzzy combinatorial optimization with multiple ranking criteria: a staged tabu search framework. Pacific Journal of Optimization, 2012,8:457-472

22. Zheng Yu-Jun, Xue Jin-Yun. A problem reduction based approach to discrete optimization algorithm design. Computing, 2010,88:31-54

23. Zheng Yu-Jun, Wang Jin-Quan, Xue Jin-Yun. A-Team based supply chain management agent architecture.International Journal on Artificial Intelligence Tools, 2009,18:802-823

24. Zheng Yu-Jun, Xu Chuan-Qing, Xue Jin-Yun. A simple greedy algorithm for a class of shuttle transportation problems.Optimization Letters, 2009,3:491-497

 

Conference Papers

25. Zheng Yu-Jun*, Zhang Bei. A simplified water wave optimization algorithm. IEEE Congress on Evolutionary Computation, 2015 doi:10.1109/CEC.2015.7256974

26. Zheng Yu-Jun*, Wu Xiao-Bei. Tuning maturity model of ecogeography-based optimization on CEC 2015 single-objective optimization test problems. IEEE Congress on Evolutionary Computation, 2015 doi:10.1109/CEC.2015.7257001

27. Zheng Yu-Jun*, Zhang Bei, Chen Zhen. Hyper-Heuristics with penalty parameter adaptation for constrained optimization. IEEE Congress on Evolutionary Computation, 2014 doi:10.1109/CEC.2014.6900471

28. Zheng Yu-Jun*, Wu Xiao-Bei. Evaluating a hybrid DE and BBO with self adaptation on ICSI 2014 benchmark problems. (Winner of Competition Award) International Conference on Swarm Intelligence, 2014 doi:10.1007/978-3-319-11897-0_48

 

Book

1. Zheng Yu-Jun, Chen Sheng-Yong, Zhang Min-Xia. Biogeography-Based Optimization Algorithm and Applications. Science Press, Beijing, 2016

2. Zheng Yu-JunC# Programming Fundations (3rd Edition). Tsinghua University Press, Beijing, 2014

3. Zheng Yu-JunC# Object-Oriented Programming (2nd Edition). Posts & Telecom Press, Beijing, 2013

4. Zheng Yu-Jun, Shi Hai-He, Chen Sheng-Yong. Algorithm Design. Posts & Telecom Press, Beijing, 2012

Projects
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