Complex Open Systems Research Network

Complex Open Systems Research Network

www.complexsystems.net.au
Professor Jun Zhang

Professor Jun Zhang

 
Professor/Sun Yat-sen University

Address: Department of Computer Science
Sun Yat-sen University
Guangzhou,
China
Phone: +86-13570277588
Fax: +86-20-84038836
Email: junzhang@ieee.org
Webpage: www.ee.cityu.edu.hk/~jzhang
Research Node: International
 
 

Role in Network


Academic - Researcher


COSNet Research Themes

    1. Irreversibility and Emergence in Nonequilibrium Systems
    2. Turbulence and Coherent Structures, Control and Computation
    3. Dynamics and Statistics of Multi-Scale Systems
    4. Network Theory
    5. Cellular Automata, Agent-Based Modelling and Simulation

COSNet Application Areas

    1. Complex Physical Systems
    2. Complex Biological Systems
    3. Complex Computational Systems
    4. Complex Socio-Economic Systems
 

Research Topics

Intelligent Computation  

Publications

Book Chapters
1. Jun ZHANG(张军), Henry Chung, W.L.Lo, S.Y.Hui, and A.Wu, "Decoupled Optimization of Power Electronics Circuits Using Genetic Algorithms" Chapter 4 of Practical Handbook of Genetic Algorithms edited by Lance D. Chambers--2nd Ed. CRC Press, 2000.
2. Jun ZHANG(张军), H. Chung, and W.L.LO, “Fuzzy Knowledge Incorporation in Crossover and Mutation”, a chapter in Knowledge Incorporation in Evolutionary Computation, Series: Studies in Fuzziness and Soft Computing, edited by Yaochu Jin, Springer Press, 2004,ISBN:3-540-22902-7
3. Jun ZHANG(张军), Zhi-hui Zhan, Jing Xiao, “Parallel Ant Colony Optimization for the Vehicle Routing Problem”, Chapter of Bio-inspired Approaches for the Vehicle Routing Problem, Springer,( In press)
4. Jun Zhang(张军), Zhi-hui Zhan, Jing Xiao，" Protein Folding in Hydrophobic-Polar Lattice Model: An Ant’s Way "，chapter of Applications of Computational Intelligence in Bioinformatics and Biomedicine: Current Trends and Open Problems. in the series: Studies in Computational Intelligence. Edited by Tomasz, Mariofanna, and Aboulella, Springer-Verlag, (In press)
Journal Papers:
1. Henry Chung, A. Ioinovici, and Jun ZHANG(张军), "Describing function of power electronics circuits using progressive analysis of circuit waveforms," IEEE Transactions on Circuits and Systems, Part I. Vol.47, No.7 July 2000 (影响因子1.139)【EI】
2. Jun ZHANG(张军), H. Chung, W. L. Lo, and Tao Huang, “Extended Ant Colony Optimization Algorithm for Power Electronic Circuit Design”， IEEE Transactions on Power Electronic. (Accepted with modification) (影响因子1.029)【EI】
3. Jun ZHANG(张军), H. Chung, W. L. Lo, S.Y.R. Hui, and A. Wu, “Implementation of a Decoupled OptimizationTechnique for Design of Switching Regulators Using Genetic Algorithms,” IEEE Transactions on Power Electronic. Vol.16, No.5 Nov. 2001 (影响因子1.029)【EI】
4. Jun ZHANG(张军),et al, "Time Series Prediction using Lyapunov Exponents in Embedding Phase Space" Computer & Electrical Engineering, Elsevier Science, Volume 30, Issue 1 , January 2004, Pages 1-15. (影响因子0.154)【EI】
5. Bin-jie Hu, Edward Kai-Ning Yung, Jun ZHANG (张军) (通讯作者) and Serge Toutain, “Scattering Characteristics of Conducting Cylinder Coated with Non-uniform Magnetized Ferrite” Chinese Physics(English version), Vol. 14, No.11 November 2005(影响因子1.497)【EI】
6. Jun ZHANG(张军), X.M.Hu, X. Tan, J.H. Zhong, and Q. Huang, ” Implementation of an Ant Colony optimization technique for Job Scheduling Problem ”, Transactions of the Institute of Measurement and Control 28 ,1(2006) pp. 93-108(影响因子0.362)【EI】
7. Jun ZHANG(张军), W.L. Lo, and Henry Chung, “Pseudocoevolutionary Genetic Algorithms for Power Electronic Circuits Optimization” IEEE Transactions on Systems, Man, and Cybernetics, Part C., Vol.36, No.4, July 2006. (影响因子0.885)
8. Jun ZHANG(张军), Henry Chung and W.L.LO, “Clustering-Based Adaptive Crossover and Mutation Probabilities for Genetic Algorithms” IEEE Transactions on Evolutionary Computation Vol.11, No.3, June 2007(影响因子3.77)【EI】
9. Jun ZHANG(张军) and H. Chung, “Chaotic Time Series Prediction Using a Neuro-Fuzzy System with Time-Delay Coordinates,” IEEE Transactions on Knowledge and Data Engineering , Vol.20, No.7, July 2008 (影响因子2.063)
10. Wei-neng Chen and Jun ZHANG(张军) (通讯作者) “Ant Colony Optimization Approach to Grid Workflow Scheduling Problem with Various QoS Requirements”, IEEE Transactions on Systems, Man, and Cybernetics--Part C: Applications and and Reviews,Vol. 30, No. 6, Nov 2008 (影响因子0.885)
11. Wei-neng Chen, Jun ZHANG(张军) (通讯作者), and Henry Chung, “Optimizing Discounted Cash Flows in Project Scheduling--An Ant Colony Optimization Approach”, IEEE Transactions on Systems, Man, and Cybernetics--Part C: Applications and and Reviews (Accepted with modification) (影响因子0.885)
12. Xiao-min Hu, Jun ZHANG(张军) (通讯作者), and Yun Li, “Orthogonal Methods Based Ant Colony Search for Solving Continuous Optimization Problems”, Journal of Computer Science and Technology，23(1):2-18, Jan 2008 (影响因子0.441)【SCI】【EI】
13. Xiao-min Hu and Jun ZHANG(张军) (通讯作者), “Optimization of Multicast Routing Problem Using Distance Complete Ant Colony System” , IEEE Transactions on Evolutionary Computation (Accepted with modification) (影响因子3.77)
14. Wen-Liang Zhong and Jun ZHANG(张军) (通讯作者), “A Novel Discrete Particle Swarm Optimization Based on the Fuzzy Set Theory” , IEEE Transactions on Evolutionary Computation (Accepted with modification)
15. Xiao-min Hu, Jun ZHANG(张军) (通讯作者)，“Protein Folding in Hydrophobic-Polar Lattice Model: A Flexible Ant- Colony Optimization Approach ”, Protein and Peptide Letters, Volume 15, Number 5, 2008, Pp. 469-477 (影响因子1.13)
16. Ying Lin and Jun ZHANG(张军) (通讯作者), ”Pseudo Parallel Ant Colony Optimization for Continuous Functions” , Applied Mathematics and Computation, (Accept) (影响因子0.816)

Conference Papers:
1. Jing-hui Zhong, Jun ZHANG(张军) (通讯作者), Henry Chung and Xiao-min Hu, “A Novel Genetic Algorithm with Orthogonal Prediction for Global Numerical Optimization” , SEAL 2008, (Under Review)
2. Zhi-hui Zhan, Jun ZHANG(张军) (通讯作者), “Particle Swarm Optimization with Information Share Mechanism” , SEAL 2008, (Under Review)
3. Jun ZHANG(张军),Yuan Shi, Henry Chung and Zhi-hui Zhan, “Power Electronic Circuits Design: A Particle Swarm Optimization Approach”, SEAL 2008, (Under Review)
4. Jun ZHANG(张军), Yuan Shi and Wei-neng Chen, “An Ant Colony Optimization Algorithm for the Time-varying Workflow Scheduling Problem in Grids”, APSCC-08, Taiwan, (Under Review)
5. Ying Lin, , Jun ZHANG(张军) (通讯作者) ，“A Novel Geometric Center Design Method for Genetic Algorithm Optimization”, IEEE SMC 2008, Singapore(Accept)
6. Ying Lin, Jun ZHANG(张军) (通讯作者) ，“An Isoline Genetic Algorithm”, IEEE SMC 2008, Singapore(Accept)
7. Jing Xiao, Yu-Ping Yan, Ying Lin, Ling Yuan and Jun ZHANG(张军), “A Quantum-inspired Genetic Algorithm for Data Clustering”, IEEE Congress on Evolutionary Computation 2008, Hong Kong, June 1-6, 2008
8. Ying-ying Zhu, Zhong Ming, Jun ZHANG(张军), “Video Scene Classification and Segmentation Based on Support Vector Machine”, IEEE Congress on Evolutionary Computation 2008, Hong Kong, June 1-6, 2008
9. Jian Huang, Xiaoming Chen, Jun ZHANG(张军), Wensheng Chen, Jianhuang Lai, “Kernel Parameter Optimization for Kernel-base Lda Methods” , IEEE Congress on Evolutionary Computation 2008, Hong Kong, June 1-6, 2008
10. Ying Lin, Jian Huang and Jun ZHANG(张军) (通讯作者), “New Evaluation Criteria for the Convergence of Continuous Evolutionary Algorithms”, IEEE Congress on Evolutionary Computation 2008, Hong Kong, June 1-6, 2008
11. Wen-Liang Zhong, Jian Huang and Jun ZHANG(张军) (通讯作者), “A Novel Particle Swarm Optimization for Steiner Tree Problem” , IEEE Congress on Evolutionary Computation 2008, Hong Kong, June 1-6, 2008
12. Tao Huang, Jian Huang and Jun ZHANG(张军) (通讯作者), “An Orthogonal Local Search Genetic Algorithm for the Design and Optimization of Power Electronic Circuits” , IEEE Congress on Evolutionary Computation 2008, Hong Kong, June 1-6, 2008
13. Jun ZHANG(张军), Ying Lin, “A Particle Swarm Optimizer with Lifespan for Global Optimization on Multimodal Functions” , IEEE Congress on Evolutionary Computation 2008, Hong Kong, June 1-6, 2008
14. Ying Lin, Jun ZHANG(张军) (通讯作者), and Lu-kai Lan “A Contour Method in Population-based Stochastic Algorithms” , IEEE Congress on Evolutionary Computation 2008, Hong Kong, June 1-6, 2008
15. Tao Huang, Jun ZHANG(张军) (通讯作者), Henry Chung and Alan Lo, “Optimization of Power Electronic Circuits Using Ant Colony System With Adaptive Orthogonal Tolerance Analysis”, PESC’2008-IEEE 39thPower Electronics Specialists Conference,June 15-19, 2008,Rhodes, Greece.
16. Wen-liang Zhong and Jun ZHANG(张军) (通讯作者), Wei-neng Chen, “A Novel Discrete Particle Swarm Optimization to Solve Traveling Salesman Problem”，IEEE Congress on Evolutionary Computation 2007, Singapore, 25-28 Sept. 2007【EI】
17. Xiao-lang Zhuo and Jun ZHANG(张军) (通讯作者), Wei-neng Chen, “A New Pheromone Design in ACS for Solving JSP”，IEEE Congress on Evolutionary Computation 2007, Singapore, 25-28 Sept. 2007【EI】
18. Zhi-hui Zhan, Jin Xiao and Jun ZHANG(张军) (通讯作者), Wei-neng Chen, “Adaptive Control of Acceleration Coefficients for Particle Swarm Optimization Based on Clustering Analysis”，IEEE Congress on Evolutionary Computation 2007, Singapore, 25-28 Sept. 2007【EI】
19. Wei-neng Chen and Jun ZHANG(张军) (通讯作者), “Workflow Scheduling in Grids: An Ant Colony Optimization Approach”，IEEE Congress on Evolutionary Computation 2007, Singapore, 25-28 Sept. 2007【EI】
20. Ying Lin, Yuan Zhang, Jun ZHANG(张军) (通讯作者) and Zhi Wei, “Pseudo Parallel Ant Colony Optimization for Continuous Functions”,　the 3rd International Conference on Natural Computation (ICNC'07)【EI】【ISTP】
21. Yuan Zhang, Hua-Chun Cai, Ying Lin, Jun ZHANG(张军) (通讯作者) and Wei Zhi “Optimization of Multicast Routing Problem Using Distance Complete Ant Colony System”, the 3rd International Conference on Natural Computation (ICNC'07)
22. Jingwen Yu, Jian Yin; Jun Zhang, ”Comparison of distance measures in evolutionary time series segmentation”, Proceedings - Third International Conference on Natural Computation, ICNC 2007, v 3, Proceedings - Third International Conference on Natural Computation, ICNC 2007, 2007, p 456-460【EI】【ISTP】
23. Jun ZHANG(张军), Wei-neng Chen, Jing-hui Zhong, Xuan Tan and Yun Li “Continuous Function Optimization Using Hybrid Ant Colony Approach with Orthogonal Design Scheme” Lecture Notes in Computer Science (LNCS) 4247, SEAL’06 pp. 126 – 133, 2006.【SCI】【ISTP】
24. Xiao-Min Hu, Jun ZHANG(张军) (通讯作者), and Jing-hui Zhong, “An Enhanced Genetic Algorithm with Orthogonal Design”, 2006 IEEE World Congress on Computational Intelligence (WCCI 2006) and CEC 2006.【EI】【ISTP】
25. Jun ZHANG(张军), Wei-neng Chen and Xuan Tan “An Orthogonal Search Embedded Ant Colony Optimization Approach to Continuous Function Optimization” Lecture Notes in Computer Science (LNCS), ANT’2006 pp. 372 – 379, 2006.【SCI】【EI】【ISTP】
26. Zhi Wei, Min-Qiao Lu and Jun ZHANG(张军) (通讯作者), “Numerical model and analysis on dynamics of composites for active damage detection” Lecture Notes in Artificial Intelligent (LNAI 4114), ICIC2006, pp649-654【SCI】【EI】
27. Xuan Tan, Xiao-lan Zhou and Jun ZHANG (张军) (通讯作者), “Ant Colony System for Optimizing Vehicle Routing Problem with Time Windows (VRPTW)” ICIC2006, Lecture Notes in BI (LNBI 4115), pp.33-38,2006.【SCI】【EI】【ISTP】
28. Xu-yao Luo, Fang Yu and Jun ZHANG(张军) (通讯作者), “Study of Parametric Relation in Ant Colony Optimization Approach to Traveling Salesman Problem” Lecture Notes in BI (LNBI 4115), ICIC2006, pp22-32, 2006【SCI】【EI】【ISTP】
29. Jing-wen Yu, Jian YIN, Jun ZHANG(张军), and Duan-ning Zhou, “A Pattern Distance-Based Evolutionary Approach to Time Series Segmentation”, Lecture Notes in Computer Science (LNCS), ICIC2006【SCI】【ISTP】
30. Jing-hui Zhong, Xiaomin Hu, Jun ZHANG(张军) (通讯作者) and Min Gu , “Comparison of Performance between Different Selection Strategies on Simple Genetic Algorithms”, Proceedings of the International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce Vol-2 (CIMCA-IAWTIC'06) - Volume 02, Pages: 1115 – 1121【EI】【ISTP】
31. Jian CHEN, Jian YIN, Jun ZHANG(张军), and Jin HUANG, “Associative Classification in Text Categorization”, LECTURE NOTES IN COMPUTER SCIENCE, 3644: 1035-1044 2005【SCI】【EI】【ISTP】
32. Zhi WEI, Xiaomin HU, Muhui FAN, Jun ZHANG(张军) (通讯作者) and D. BI,” NN-Based Damage Detection in Multilayer Composites”, LECTURE NOTES IN COMPUTER SCIENCE, 3611: 592-601 2005【SCI】【EI】【ISTP】
33. D.Bi and Jun ZHANG(张军) (通讯作者), G.L. Wang,, “Fuzzy Virtual Coupling for High Performance Haptic Display”, LECTURE NOTES IN ARTIFICIAL INTELLIGENCE, 3613: 942-949 2005【SCI】【EI】【ISTP】
34. D.Bi, G.L. Wang, Jun ZHANG(张军) (通讯作者), and Q. Xue, “Novel Leaning Feed-Forward Controller Design for Accurate Robot Trajectory Tracking”, LECTURE NOTES IN COMPUTER SCIENCE, 3611: 266-269 2005【SCI】【EI】
35. Jun ZHANG(张军), Weiwei Dai, Muhui Fan, Henry CHUNG, Zhi WEI and D.BI,” An Investigation into the Use of Delay Coordinate Embedding Technique with MIMO ANFIS for Nonlinear Prediction of Chaotic Signals”, LECTURE NOTES IN ARTIFICIAL INTELLIGENCE, 3614: 677-688 Part 2 2005【SCI】【EI】【ISTP】
36. Jun ZHANG(张军), Henry S.H. Chung, J.H. Zhong, “Adaptive Crossover and Mutation in Genetic Algorithms Based on Clustering Technique” The Genetic and Evolutionary Computation Conference (GECCO-2005), Washington D.C., June 26 - 30, 2005 【EI】
37. Jun ZHANG(张军), Henry S.H. Chung, W.L. Lo, Eugene P.W. Tam, J. J. Lee and Angus K.M. Wu “Pseudo-Coevolutionary Genetic Algorithms for Power Electronic Circuits Optimization” IEEE The Congress on Evolutionary Computation2003, Australia, 8th - 12th December 2003【ISTP】
38. Jun ZHANG(张军), Henry S. Chung, Ron S. Hui and Angus K. Wu “On the Use of Pseudo-Coevolutionary Genetic Algorithms with Adaptive Migration for Design of Power Electronics Regulators” ISCAS-2001 2001 IEEE International Symposium on Circuits and Systems May 6 - 9, 2001 Sydney, Australia【EI】
39. Jun ZHANG(张军), Henry S. Chung, Alan W. Lo, Ron S. Hui and Angus K. Wu "Decoupled Optimization Technique for Design of Switching Regulators Using Genetic Algorithm" 2000 IEEE International Symposium on Circuits and Systems May 28 - May 31, 2000
40. Jun ZHANG(张军), et al "Time Series Prediction using Lyapunov Exponents in Reconstructed Space"1998 IEEE International Conference on Systems, Man, and Cybernetics October 11-14, 1998 Hyatt Regency La Jolla San Diego, California, USA
41. Jun ZHANG(张军), et al "Time Series Prediction using Recurrent Neural Networks in Reconstructed Space"1998 IEEE International Conference on Systems, Man, and Cybernetics October 11-14, 1998 Hyatt Regency La Jolla San Diego, California, USA
42. Jun ZHANG(张军), K. S. TANG, et al, "Recurrent Neural Network Model for Chaotic Time Series Prediction" 23rd IEEE International Conference on Industrial Electronic control, and Instrumentation IECON'97, New Orleans, Louisiana, November 9-14, 1997