Some Recent Papers

2008 Publications

Refereed Journal Papers:

  1. Zhenyu Yang, Ke Tang and X. Yao: "Large Scale Evolutionary Optimization Using Cooperative Coevolution", Information Sciences, accepted in February 2008.

  2. S. Salcedo-Sanz and X. Yao: "Assignment of Cells to Switches in a Cellular Mobile Network using a Hybrid Hopfield Network-Genetic Algorithm Approach", Applied Soft Computing, 8(1):216-224, January 2008.
    Available as a PDF here.

  3. Yiguo Zhang, Wenjian Luo, Zeming Zhang, Bin Li and Xufa Wang: "A Hardware-Software Partitioning Algorithm Based on Artificial Immune Principles", Applied Soft Computing, 8(1): 383-391, January, 2008.
    Available as a PDF here.

Refereed Papers in Conference Proceedings:

  1. Yu Wang and Bin Li: "A Restart Univariate Estimation of Distribution Algorithm: Sampling under Mixed Gaussian and Levy probability Distribution", in Proceedings of the 2008 IEEE Congress on Evolutionary Computation (CEC2008), Hongkong, China, 2008, accepted.

  2. Yu Wang and Bin Li: "Understand Behavior and Performance of Real Coded Optimization Algorithms Via Nk-linkage Model", in Proceedings of the 2008 IEEE Congress on Evolutionary Computation (CEC2008), Hongkong, China, 2008, accepted.

  3. Wenjian Luo, Peng Guo and Xufa Wang: "On Convergence of Evolutionary Negative Selection Algorithms for Anomaly Detection", in Proceedings of the 2008 IEEE Congress on Evolutionary Computation (CEC2008), Hongkong, China, 2008, accepted.

  4. Min Zhang, Wenjian Luo, Xingxin Pei and Xufa Wang: "The Self-Adaption Strategy for Parameter epsilon in epsilon-MOEA", in Proceedings of the 2008 IEEE Congress on Evolutionary Computation (CEC2008), Hongkong, China, 2008, accepted.

  5. Minlong Lin, Ke Tang and Xin Yao: "Selective Negative Correlation Learning Algorithm for Incremental Learning", in Proceedings of the 2008 International Joint Conference on Neural Networks (IJCNN2008/WCCI2008), Hongkong, China, 2008, accepted.

  6. Zai Wang, Ke Tang and Xin Yao: "A Multi-objective Approach to Testing Resource Allocation in Modular Software Systems", in Proceedings of the 2008 IEEE Congress on Evolutionary Computation (CEC2008), Hongkong, China, 2008, accepted.

  7. Xin Yu, Ke Tang and Xin Yao: "An Immigrants Scheme Based on Environmental Information for Genetic Algorithms in Changing Environments", in Proceedings of the 2008 IEEE Congress on Evolutionary Computation (CEC2008), Hongkong, China, 2008, accepted.

  8. Zhenyu Yang, Ke Tang and Xin Yao: "Self-adaptive Differential Evolution with Neighborhood Search", in Proceedings of the 2008 IEEE Congress on Evolutionary Computation (CEC2008), Hongkong, China, 2008, accepted.

  9. Zhenyu Yang, Ke Tang and Xin Yao: "Multilevel Cooperative Coevolution for Large Scale Optimization", in Proceedings of the 2008 IEEE Congress on Evolutionary Computation (CEC2008), Hongkong, China, 2008, accepted.

Book Chapters

  1. Zhenyu Yang, Jingsong He and Xin Yao, "Making a Difference to Differential Evolution", In Advances in Metaheuristics for Hard Optimization, Zbigniew Michalewicz and Patrick Siarry (eds.), pp. 397-414, Springer, 2008.
    Link to this BOOK.

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2007 Publications

Refereed Journal Papers:

  1. S. Salcedo-Sanz, J. A. Portilla-Figueras, E. G. Ortiz-García, A. M. Pérez-Bellido, C. Thraves, A. Fernández-Anta and X. Yao: "Optimal switch location in mobile communication networks using hybrid genetic algorithms", Applied Soft Computing, accepted in November 2007.
    Available as a PDF here.

  2. Jingsong He, Xin Yao and Yunbi Chen: "A Novel and Practicable On-Chip Adaptive Lossless Image Compression Scheme using Intrinsic Evolvable Hardware", Conncetion Sciences, vol.19, no.4, pp.1-15, December, 2007.

  3. G. Pugalenthi, Ke Tang, P. N. Suganthan, G. Archunan and R. Sowdhamini: "A machine learning approach for the identification of odorantbinding proteins from sequence-derived properties", BMC Bioinformatics, 8:351, 2007.
    Available HERE.

  4. Wenjian Luo, Zeming Zhang and Xufa Wang: "Designing Polymorphic Circuits with Polymorphic Gates: a General Design Approach", IET Circuits, Devices & Systems, accepted in August, 2007.

  5. S. Salcedo-Sanz, F. Cruz-Roldán, C. Heneghan and X. Yao, "Evolutionary Design of Digital Filters with Application to Sub-band Coding and Data Transmission", IEEE Transactions on Signal Processing, 55(4):1193-1203, April 2007.
    Available as a PDF here.

  6. M. Tang and X. Yao, "A Memetic Algorithm for VLSI Floorplanning", IEEE Transactions on Systems, Man, and Cybernetics, Part B, 37(1):62-69, February 2007.
    Available as a PDF here.

Refereed Papers in Conference Proceedings:

  1. R. Gil-Pita and X. Yao: "Using a Genetic Algorithm for Editing k-Nearest Neighbor Classifiers", Proc. of the 8th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL'07), Lecture Notes in Computer Science (vol. 4881), Springer, Berlin, pp.1141-1150, December 2007.
    Available as a PDF here.

  2. Jingsong He,Boping Shi and Mingguo Liu: "A Novel Artistic Image Generation Technique: Making Relief Effects Through Evolution", Proceedings of 2nd International Symposium: Advances in Computation and Intelligence (ISICA'07), LNCS 4683, September 21-23, 2007, Wuhan, China, pp. 592-601.
    Available as a PDF here.

  3. Yunbi Chen and Jingsong He: "Using Systolic Technique to Accelerate an EHW Engine for Lossless Image Compression", Proceedings of the 7th International Conference on Evolvable Systems: From Biology to Hardware (ICES'07), September 21-23, 2007, Wuhan, China, pp. 433-444.
    Available as a PDF here.

  4. Quanxi Li and Jingsong He: "A Sophisticated Architecture for Evolutionary Multiobjective Optimization Utilizing High Performance DSP", Proceedings of the 7th International Conference on Evolvable Systems: From Biology to Hardware (ICES'07), September 21-23, 2007, Wuhan, China, pp. 414-425.
    Available as a PDF here.

  5. Houjun Liang, Wenjian Luo, Xufa Wang: "Design Polymorphic Circuits with Evolutionary Algorithm Based on Weighted Sum Method", Proceedings of the 7th International Conference on Evolvable Systems: From Biology to Hardware (ICES'07), September 21-23, 2007, Wuhan, China, pp. 331-342.
    Available as a PDF here.

  6. Boping shi and Jingsong He: "A Novel Edge Detection Technique with Orientation-based Similarity and Immunological Principles", in the 3rd International Conference on Natural Computation (ICNC'07), 2007, Vol. 3, pp. 619-623.
    Available as a PDF here.

  7. Wenjian Luo, Xin Wang and Xufa Wang: "A Novel Fast Negative Selection Algorithm Enhanced by State Graphs", Proceedings of the 6th International Conference on Artificial Immune Systems (ICARIS-2007), August 26-29, 2007, Santos/SP, Brazil, pp. 168-181.
    Available as a PDF here.

  8. Zeming Zhang, Wenjian Luo and Xufa Wang: " Immune Genetic Programming Based on Register-Stack Structure", in 2007 IEEE Congress on Evolutionary Computation (CEC2007), Singapore, 2007, pp. 3751-3758.
    Available as a PDF here.

  9. Ronghua Guo, Bin Li, Yi Zou and Zhenquan Zhou: "Hybrid Quantum Probabilistic Coding Genetic Algorithm for Large Scale Hardware-Software Co-synthesis of Embedded Systems", in 2007 IEEE Congress on Evolutionary Computation (CEC2007), Singapore, 2007, pp. 3454-3458.
    Available as a PDF here.

  10. Tianshi Chen, Ke Tang, Guoliang Chen and Xin Yao: "On the Analysis of Average Time Complexity of Estimation of Distribution Algorithms", in 2007 IEEE Congress on Evolutionary Computation (CEC2007), Singapore, 2007, pp. 453-460.
    Available as a PDF here.

  11. Jingsong He, Zhenyu Yang and Xin Yao: "Hybridisation of Evolutionary Programming and Machine Learning with k-Nearest Neighbor Estimation", in 2007 IEEE Congress on Evolutionary Computation (CEC2007), Singapore, 2007, pp. 1693-1700.
    Available as a PDF here.

  12. Zhenyu Yang, Ke Tang and Xin Yao: "Differential Evolution for High-Dimensional Function Optimization", in 2007 IEEE Congress on Evolutionary Computation (CEC2007), Singapore, 2007, pp. 3523-3530.
    Available as a PDF here.

  13. FAN Le-jun, LI Bin, ZHUANG Zhen-quan, FU Zhong-qian, "An Approach for Dynamic Hardware/Software Partitioning Based on DPBIL", in the proceedings of The 3rd International Conference on Natural Computation(ICNC'07), Vol. 5, pp. 581-585.
    Available as a PDF here.

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2006 Publications

Refereed Journal Papers:

  1. X. Yao and Y. Xu: "Recent Advances in Evolutionary Computation", Journal of Computer Science and Technology, 21(1):1-18, January 2006.
    Available as a PDF here.

Refereed Papers in Conference Proceedings:

  1. Huantong Geng, Min Zhang, Linfeng Huang, and Xufa Wang: "Infeasible Elitists and Stochastic Ranking Selection in Constrained Evolutionary Multi-objective Optimization", in Lecture Notes in Computer Science. Hefei, China: Springer-Verlag, 2006, vol. 4247, 6th International Conference, SEAL 2006, pp. 336-344.
    Available as a PDF here.

  2. Jingsong He, Zhenyu Yang, and Xin Yao: "Hybridisation of Particle Swarm Optimization and Fast Evolutionary Programming", in Lecture Notes in Computer Science. Hefei, China: Springer-Verlag, 2006, vol. 4247, 6th International Conference, SEAL 2006, pp. 392-399.
    Available as a PDF here.

  3. Jingsong He, Xin Yao, and Jian Tang: "Towards Intrinsic Evolvable Hardware for Predictive Lossless Image Compression", in Lecture Notes in Computer Science. Hefei, China: Springer-Verlag, 2006, vol. 4247, 6th International Conference, SEAL 2006, pp. 632-639.
    Available as a PDF here.

  4. Bin Li, Xian-ji Wang, Run-tian Zhong, Zhen-quan Zhuang: "Continuous Optimization based-on Boosting Gaussian Mixture Model", in 18th International Conference on Pattern Recognition (ICPR06), 20-24 August, 2006, Hong Kong, China, pp. 1192-1195.
    Available as a PDF here.

  5. Xin Li, Bin Li, Hong Chen, Xianji Wang, Zhenquan Zhuang: "Full-Space LDA With Evolutionary Selection for Face Recognition", in the 2006 International Conference on Computational Intelligence and Security, Guangzhou, China, 2006, pp. 696-701.
    Available as a PDF here.

  6. Wenjian Luo, Xin Wang, Ying Tan, and Xufa Wang: "A Novel Negative Selection Algorithm with an Array of Partial Matching Lengths for Each Detector", in Lecture Notes in Computer Science. Reykjavik, Iceland: Springer-Verlag, 2006, vol. 4193, Proceedings of the 9th International Conference on Parallel Problem Solving from Nature (PPSN-IX), pp. 112-121.
    Available as a PDF here.

  7. Wen-long Wei, Bin Li, Yi Zou, and Zhen-quan, Zhuang: "Multi-objective Q-bit Coding Genetic Algorithm for Hardware-Software Co-synthesis of Embedded Systems", in Lecture Notes in Computer Science. Hefei, China: Springer-Verlag, 2006, vol. 4247, 6th International Conference, SEAL 2006, pp. 865-872.
    Available as a PDF here.

  8. Min Zhang, Huantong Geng, Wenjian Luo, Linfeng Huang, and Xufa Wang: "A Hybrid of Differential Evolution and Genetic Algorithm for Constrained Multiobjective Optimization Problems", in Lecture Notes in Computer Science. Hefei, China: Springer-Verlag, 2006, vol. 4247, 6th International Conference, SEAL 2006, pp. 318-327.
    Available as a PDF here.

  9. Min Zhang, Huantong Geng, Wenjian Luo, Linfeng Huang, and Xufa Wang: "A Novel Search Biases Selection Strategy for Constrained Evolutionary Optimization", in 2006 IEEE Congress on Evolutionary Computation, Vancouver, BC, Canada, 2006, pp. 1845-1850.
    Available as a PDF here.

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2005 Publications

  1. Bin Li, Run-tian Zhong, Xian-ji Wang, Zhen-quan Zhuang, "Continuous Optimization Based-on Greedy Estimation of GMM", in the Proceedings of 2005 International Conference on Neural Networks and Brain(ICNN&B'05), Oct. 2005, Beijing, China.
    Available as a PDF here.

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