姓 名 曾三友 性 别 男
出生年月 1964年4月 籍贯 湖南攸县
民 族 汉族 政治面貌 中共党员
最后学历 博士研究生 最后学位 工学博士
技术职称 教授 导师类别 博导
行政职务 Email sanyouzeng@gmail.com
工作单位 中国地质大学（武汉）计算机学院 邮政编码 430074
通讯地址
单位电话
个人主页


个人简介
曾三友，男， 1964年4月生，数学硕士、计算机博士、三级教授、博导。主要从事智能计算及其应用（特别演化计算及其天线设计应用）研究。发表科研论文近200篇。主持国家自然科学基金项目3项、863课题1项、博士后基金项目1项，联合承担民用航天合作项目2项。国际期刊《International Journal of Bio-Inspired Computation》编委。在国家留学基金委全额资助下在英国做访问****一年。指导的大学生获挑战杯国家二等奖2项、三等奖1项，指导的本科毕业生获省优秀学士学位论文3篇。欢迎计算机、数学、自动化、天线专业学生报考本方向硕士和博士研究生。

工作经历
起止时间
单 位
从事专业
职务

1983,7－1992,8
湖南攸县丫江桥中学
任教数学


1995,7－2003,1
株洲工学院计算机系
计算机教学与科研
96年讲师，2000年副教授，200年副处

2003,2－2006,3
中国地质大学（武汉）
地质资源与地质工程
博士后

2011,2-2011,10
University of Essex,UK
Computer Science
Academic Visitor

2011,11-2012,2
University of Surrey,UK
Space Research
Academic Visitor

2003，2-现在
中国地质大学（武汉）计算机学院
计算机教学与科研
2004年教授




教育经历
起止时间
学 校
学习专业
学历/学位

1980,7－1983,6
湘潭师专数学科
读数学专业
专科

1986,7－1989,6
湖南师范大学数学系
读数学函授本科
本科

1992,9－1995,6
湖南大学应用数学系
读应用数学硕士
硕士论文为《一类非线性二阶椭圆方程的解的存在性》，导师 方爱农
硕士学历和学位

1999,9－2002,6
武汉大学软件工程国家重点实验室
计算机软件与理论博士
博士研究论文为《演化优化及其在图象恢复领域中的应用》，导师 康立山
博士学历和学位


获奖、荣誉称号
获市科学技术进步奖一等奖1项和省科学技术进步奖二等奖1项。

社会、学会及学术兼职

国际期刊《International Journal of Bio-Inspired Computation》编委

研究领域
研究方向：智能计算及其应用（特别演化计算及其天线设计应用）
主题：约束演化优化、多目标演化优化、演化天线、图像处理等

科研项目
1)主持航天8511所预研项目，宽带演化天线技术研究（2013,11 — 2015,03）.
2)航天支撑技术基金项目，基于演化天线的弹载微带天线优化设计研究（2012,01 — 2014,12）.
3)航天支撑技术基金项目，导弹共形天线阵演化设计（2013,07 — 2015,07）.
4)主持国家自然科学基金项目: 模型驱动的动态多目标演化算法和它在求解耗时的星载天线优化设计中的应用( 2013,1-2016,12)，项目批准号：**.
5)获得2009年国家留学基金委(China Scholarship Council)全额资助公派访问****，2011年2月-2012年2月在英国访问一年.
6)主持国家自然科学基金项目: 卫星天线自动设计中的多目标过约束演化算法研究( 2009,1 - 2011,12)，项目批准号：**.
7)联合主持国防科技工业民用专项科研技术研究项目：基于******技术研究（2007，1-2010，12），编号：C52******8 .
8)联合主持国防科技工业民用专项科研技术研究项目：星载******技术研究（2008，6-2010，6），编号：C42******5.
9)主持863高技术深空探测课题：深空探测器集成电路演化算法设计与应用(04,6-05,6). 编号:2004******5.
10)主持国家自然科学基金项目:动态环境下优化问题的演化计算方法 (2005,1-2005,12), 编号：**.
11)主持第34批中国博士后科学基金资助金项目：多目标自动建模方法及其在地学中的应用(03,1-04,12). 编号:.

发表论文
期刊论文[1] Wang Hui, Wang Wenjun, Sun Hui, Cui Zhihua, Rahnamayan Shahryar, Zeng Sanyou(曾三友),A new cuckoo search algorithm with hybrid strategies for flow shop scheduling problems, Soft Computing, p 1-11, February 12, 2016
[2] Li Changhe, Nguyen Trung Thanh, Yang Ming, Yang Shengxiang, Zeng Sanyou(曾三友), Multi-population methods in unconstrained continuous dynamic environments: The challenges, Information Sciences, v 296, n 1, p 95-118, 2015
[3] Sanyou Zeng(曾三友) (Guest Editor), Editorial of SPECIAL ISSUE: BIO-INSPIRED HARDWARE, International Journal of Bio-Inspired Computation, v 7, n 6, p 343-344,2015
[4] Sanyou Zeng(曾三友), Yuhong Jiang, Zhu Liu, Yong Wu,Dayue Guo, Lunan Qiao and Zhiqun Liu,A new WiFi microstrip antenna designed by differential evolution, InternationalJournalofWirelessandMobileComputing, v 8, n 1, p 45-50, 2015, (EI 20**2)
[5] 樊媛媛； 梁庆中； 曾三友,基于演化算法和正交试验的天线设计方法,华中科技大学学报(自然科学版) ,v 43,n 9,p 19-23, 2015(EI期刊)
[6] Zhang Qing , Zeng Sanyou(曾三友) (通信作者), Li Changhe, Dynamic and random differential evolution solving constrained optimisation problems,International Journal of Computing Science and Mathematics, v 5, n 2, p 137-150, 2014,( EI 20**0)
[7] Liang Xiaolei, Zeng Sanyou(曾三友) (通信作者), High-gain wide-band dual-circular-polarised antenna design using dynamic constrained multi-objective evolutionary algorithm, International Journal of Innovative Computing and Applications, v 6, n 1, p 25-32, 2014, (EI 20**4)
[8] 曾三友, 秦莎,李长河, 张青, 丁立新, 具有偏序属性的偏爱Pareto占优关系,计算机学报，v 37, n 9, p 2047- 2057,2014，(中文计算机排名第一期刊，EI 20**2)
[9] Qing Zhang, Sanyou Zeng(曾三友) (通信作者), and ChunbangWu,Orthogonal Design Method for Optimizing Roughly Designed Antenna, International Journal of Antennas and Propagation,vol.2014, http://dx.doi.org/10.1155/2014/586360, 2014. (SCI 001/EI 20**6)
[10] Yong Wu, Sanyou Zeng, Jun Hu, Guangchao Han, Hejun Huang, and Xi Li, A New S-Band Wire Antenna Evolved by Differential Evolution, J. Bioinf. Intell. Control v 3, n 3, p 171-178 (2014)
[11] Wei Zhang, Sanyou Zeng(曾三友) (通信作者), Zhu Liu,Yaqiong Peng, Feifei Zhang and Jingxiang Chen, Speeding up NEC electromagnetic simulation using GPU technology for antenna design problems, Int. J. Computing Science and Mathematics, v 4, n 4, p 374-381, 2013, (EI 20**3)
[12] Sanyou Zeng(曾三友), Dong Zhou and Hui Li，Non-dominated sorting genetic algorithm with decomposition to solve constrained optimization problems, International Journal of Bio-Inspired Computation, ISSN: 1758-0374,1758-0366,INDER SCIENCE, v 5, n 3,p 150-163, 2013, (SCI 002)
[13] Zeng Sanyou(曾三友), Ye, Haiqiong;Li, Huanhuan;Li, Zhengjun;Jing, Hongyong, Research on simulation consistency between NEC and HFSS on strange antenna for evolving antenna, International Journal of Modelling, Identification and Control, v 18, n 1, p 76-87, 2013,(EI 20**0)
[14] Liu Zhu, Sanyou Zeng(通信作者), Li Hui, Gao Steven, Li Zhengjun, Design of wide-beam antenna using dynamic multi-objective BBO/DE, International Journal of Computer Applications in Technology Inderscience Enterprises, v 46, n 4, p 376-382, January 2013，(EI 20**9)
[15] Sanyou Zeng(曾三友), Zhu Liu, Changhe Li, Qing Zhang, and Weiguang Wang, An Evolutionary Algorithm and Its Application in Antenna Design, Journal of Bioinformatics and Intelligent Control, v 1,n 2, p 129-137, 2012
[16] Zhangyi Yu and Sanyou Zeng(曾三友) (通信作者), Using Cartesian genetic programming to design wire antenna, Int. J. Computer Applications in Technology, v 43, n 4, p 372-377, 2012, (EI 364)
[17] Chen Shizhong, Sanyou Zeng(曾三友) (通信作者) and Lu Yihui, Automated antenna design using paralleled differential evolution algorithm, Int. J. Computer Applications in Technology, v 44, n 2, p 94-100, 2012, Inderscience Enterprises Ltd. (EI 373)
[18] Zeng Sanyou(曾三友),Li Huanhuan,Li Zhengjun,Jing Hongyong,Dong Wei, A Dynamic Evolutionary Algorithm for Automated Antenna Design，Journal of Computational and Theoretical Nanoscience (ISSN 1546-1955)，v 9, n 2， p 243 – 248，2012，Publisher: American Scientific Publishers,(SCI 009/EI 119)
[19] Zhangyi YU, Sanyou Zeng(曾三友) (通信作者), Yan GUO, Liguo SONG, Using Cartesian Genetic Programming to Implement Function Modeling，International Journal of Innovative Computing and Applications, ISSN: **X, **， v 3, n 4, p 213 - 222， 2011, INDER SCIENCE, (EI 693)
[20] Hui Wang, Zhijian Wu, Shahryar Rahnamayan, Changhe Li, Sanyou Zeng(曾三友), Particle swarm optimization with simple and efficient neighborhood search strategies, International Journal of Innovative Computing and Applications, ISSN: **X, **, v 3, n 2 , p 97 – 104, 2011
[21] Dazhi Jiang, Sanyou Zeng(曾三友), Particle Swarm Optimizer with Hybrid Multi-parent Crossover and Discrete Recombination, International Journal of Intelligent Information and Database Systems, ISSN : 1751-5866,1751-5858, v 5, n 6, p 597-617, 2011.
[22] Hui Wang, Zhijian Wu and Sanyou Zeng(曾三友), A Simple and Fast Particle Swarm Optimization, Journal of Multiple-Valued Logic and Soft Computing, v 16, n 6, p 611-629, 2010
[23] Sanyou Zeng(曾三友), Yang Yang, Yulong Shi, Xianqiang Yang, Bo Xiao, Song Gao, Danping Yu and Zu Yan ，A micro niche evolutionary algorithm with lower-dimensional-search crossover for optimisation problems with constraints，International Journal of Bio-Inspired Computation, ISSN: 1758-0374,1758-0366,INDER SCIENCE 2009 - Vol. 1, No.3 pp. 177 – 185, , SCI WOS 004,impactor 1.35.
[24] 曾三友,蔡振华,张青,康立山.评估近似Pareto前沿多样性的一种新方法.软件学报，2008,19(6):1301-1308 (中文计算机排名第二期刊，EI NO.034)
[25] 石慧; 曾三友; 陈光，基于正交设计求解动态鲁棒问题的新算法，计算机应用研究，2008， 25( 3),pp336-339
[26] 陈一超; 曾三友; 张好春; 全芙蓉, 基于遗传神经网络的地震预测研究,计算机应用与软件,2008,25(4),pp136-138
[27] 王平,曾三友等，《基于演化算法的奇偶校验器自动设计》；计算机应用研究[J]；2007. 6, pp.257-261.
[28]许江东,曾三友,王 平,鄢靖丰,四臂分支天线自动设计的编码方案研究, 微计算机信息,2007,Vol.23,No.7-3,pp218-220.
[29]王平,曾三友,鄢靖丰, 《用遗传算法实现逻辑函数的化简》,计算机工程与设计[J],2006,27(3):365-367
[30]鄢靖丰,曾三友, 王平等《基于多目标演化算法的逻辑电路设计》；微计算机信息[J] 2006.4
[31] 姚远; 宋立国; 颜雪松; 曾三友; 演化算法在FPGA布局中的应用， 中国制造业信息化, 2006年 23期
[32]曾三友，魏巍，康立山，姚书振。基于正交设计的多目标演化算法．计算机学报，2005， 28(7):1153-1162 (中文计算机排名第一期刊，EI No. )
[33]王平，曾三友，鄢靖丰，用遗传算法实现逻辑函数的简化，计算机工程与设计，Vol. 27,No. 3,pp365-366,2005.
[34] 祝清鲁 曾三友，基因表达式程序设计（GEP）种群多样性量化的一种方法，科学研究月刊， 2005 NO 5，Pp15-18 。
[35] 曾三友，李晖，丁立新，姚书振。基于排序的非劣集合快速求解算法。计算机研究与发展。2004, Vol.41, No.9, pp1565-1571（中文计算机排名第三期刊，EI No. ）
[36] 曾三友，康立山，丁立新．一种图象恢复效果接近最优的正则化方法．小型微型计算机系统.，2004, Vol.25, No.2, pp275-279（国家级核心，中国计算机学会会刊 ISSN 1000-1220）
[37]曾三友,丁立新, 康立山.一种不需噪声能量信息的准最佳正则图像复原.计算机工程，2004，Vol.30, No.17, pp21-23. (国家级核心，ISSN 1000-3428)
[38] 曾三友，李晖，丁立新，康立山。多目标演化算法中一种快速求解群体非劣集合算法。计算机科学。2004, Vol.31, No.10（增刊）, pp496-498。(国家级核心，中国计算机学会会刊,ISSN 1002-137X)
[39] 邓水英，曾三友，许中华，一种获取正则化参数的新方法，计算机工程与应用. 2004, No.16 pp50-52
[40] Sanyou Y.Zeng(曾三友), Lishan S.Kang, Lixing X.Ding. An Orthogonal Multi-objective Evolutionary Algorithm for Multi-objective Optimization Problems with Constraints. Evolutionary Computation. MIT Press, 2004, Vol.12，No.1, pp77-98.（国际演化计算最早期刊，中国大陆第一篇文章，SCI收录)
[41] 曾三友，康立山，丁立新。基于正则化方法的准最佳图象复原．软件学报．2003, 14(3):689-696（中文计算机排名第二期刊，EI No. ）
[42] 曾三友，康立山，丁立新。利用演化算法自适应选取正则算子。计算机研究与发展。2003, Vol.40, No.4, pp584-588. (中文计算机排名第三期刊，)
[43] Zeng Sanyou(曾三友), Ding Lixin and Kang Lishan. A Method to Approach Optimal Image Restoration without Noise Energy Information. Acta Mathematica Scientia, 2003. 23(4):512-520. （SCI收录），
[44] Zeng San-you(曾三友), Ding Li-xin, Kang Li-shan. Solving A Kind of High Complexity Multi-objective Problems by A Fast Algorithm. Wuhan University Journal of Natural Sciences. 2003, Vol.8, No.1B. pp183-188 (EI NO,).
[45] 曾三友，康立山，丁立新．一种改进的正则化图象．小型微型计算机系统. 2003, Vol.24, No.7, pp1305-1307（国家级核心，中国计算机学会会刊）
[46] 曾三友，康立山，丁立新．正则图象恢复中正则化算子选取的定性分析．计算机工程与应用. 2003, Vol.39, No.15, pp42-43（国家级核心，中国计算机学会会刊，ISSN 1002-8331）
[47] 曾三友，康立山，丁立新．正则图象恢复中正则化算子选取的定性分析．计算机工程与应用. 2003, Vol.39, No.15, pp42-43（国家级核心，中国计算机学会会刊，ISSN 1002-8331）
[48] 曾三友，康立山，董文永. 带微调参量的正则化方法及其在降质图像恢复问题中的应用. 计算机科学. 2002, Vol. 29, No. 6. pp125-127
[49] 曾三友，丁立新，康立山．一种具有噪声估计能力的图象恢复正则化方法．武汉大学学报，2002, Vol. 48, No. 3, pp311-314. (第二届全国优秀期刊，综合性科技类核心，EI NO ).
[50] 曾三友，康立山，丁立新．降质图象恢复问题中局部频率下的正则化小波解．株洲工学院学报，2002, Vol. 17, No. 1, pp44-46.
[51] 曾三友，康立山，丁立新. 一种求解约束优化问题的新算法. 计算机科学. 2001, Vol. 28, No. 7. (国家级核心)
[52] 曾三友，康立山，丁立新. 基于偏序关系的演化算法. 计算机工程，2001, Vol. 27, No. 8, pp15-16. (国家级核心,EI NO )
[53] 夏利民,谷士文,曾三友．基于型变模型由立体序列图象恢复物体的3D形状. 计算机工程，2001, Vol. 27, No. 10, pp22-23. (国家级核心, EI NO ).
[54] 曾三友，孙星明，夏利民．基于Chebyshev多项式自适应偏最小二乘回归建模．长沙铁道学院学报，2001, Vol. 86, No. 1, pp95-99. (综合性科技类核心)
[55] 陈金生，曾三友．演化计算及其应用和发展．株洲工学院学报，2001, Vol. 15, No. 3, pp33-36.
[56] 曾三友，康立山，丁立新．一种求解混合整数非线性规划问题的演化算法—搜索空间自动收缩法．武汉大学学报，2000, Vol. 46, No. 5, pp554-558. (第二届全国优秀期刊，综合性科技类核心，为该期三篇导读文章之一)
[57] 曾三友，丁立新．一种求解多峰函数优化问题的新算法．株洲工学院学报，2000, Vol. 14, No. 6, pp26-28.
[58] 丁立新，曾三友．纯随机意义下演化算法隐含并行性。《计算机科学》2000, Vol. 27, No. 11B. （国家级核心）
[59] 曾三友．关于c语言的数据说明类型的确定.《株洲工学院学报》, 1997, Vol. 11, No. 4, pp30-33.
[60] 曾三友．关于变分平衡方程的稳定性及拟凸性的注记。湖南大学学报。1996, Vol., No.3, pp15-19. （综合性科技类核心，EI NO ）.
[61] 蒋月评，曾三友。离散收敛群的锥形极限集。湖南大学学报。1996, Vol., No.1, pp5-8. （综合性科技类核心，EI NO ）
会议论文[1] Zhang Jincheng, Zeng Sanyou (曾三友), Jiang Yuhong, Li Xi,A Gaussian process based method for antenna design optimization, Communications in Computer and Information Science, v 575, p 230-240, 2016, Computational Intelligence and Intelligent Systems - 7th International Symposium, ISICA 2015（EI收录）
[2] Li Xi, Zeng Sanyou (曾三友), Zhang Liting, Zhang Guilin, Combining dynamic constrained many-objective optimization with de to solve constrained optimization problems, Communications in Computer and Information Science, v 575, p 64-73, 2016, Computational Intelligence and Intelligent Systems - 7th International Symposium, ISICA 2015（EI收录）
[3] Sha Qin; Sanyou Zeng(曾三友); Wei Dong; Xi Li,Nonlinear equation systems solved by many-objective Hype. 2015 IEEE Congress on Evolutionary Computation (CEC), p 2691 - 2696, 2015（EI收录）
[4] Xi Li; Sanyou Zeng (曾三友); Sha Qin and Kunqi Liu, Constrained Optimization Problem Solved by Dynamic Constrained NSGA-III Multiobjective Optimizational Techniques, 2015 IEEE Congress on Evolutionary Computation, Japan, p 2923-2928, 2015
[5] Zongchao Weng; Dayue Guo;Yong Wu;Meng Li; Jun Hu; Wei Zeng; Xi Li; Sanyou Zeng(曾三友), A 2.45GHz Microstrip Patch Antenna Evolved For WiFi Application, 2015 IEEE Congress on Evolutionary Computation, Japan, p 1191-1195， 2015（EI收录）
[6] Wei Dong, Sanyou Zeng (曾三友), Yong Wu, Dayue Guo, Lunan Qiao and Zhiqun Liu, Linear Sparse Arrays Designed by Dynamic Constrained Multi-Objective Evolutionary Algorithm, Congress on Evolutionary Computation 2014 (CEC’14), July 6-11, 2014, Beijing, China(中国)，p 3067-3072, (EI 0)
[7] Xia Yong; Li Changhe,Zeng Sanyou (曾三友), Three New Heuristic Strategies for Solving Travelling Salesman Problem, Proceedings of 5th International Conference on Swarm Intelligence (ICSI),v8794, Hefei,China,pp.181-188, 2014（EI收录）
[8] Liu Zhu, Sanyou Zeng (曾三友), Jiang Yuhong, Li Changhe,Ouyang Ni, Evolutionary design of a wide-band twisted dipole antenna for X-band application, Proceedings of the 2013 IEEE International Conference on Evolvable Systems, ICES 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013, April 16-19,2013, Singapore (新加坡), p 9-12，(EI 20**3)
[9] Chen Jizhi, Li Meng, Zeng Sanyou (曾三友), Liangand Xiaolei, Zhang Yongshan, A new meandering RFID antenna designed by evolutionary algorithm, Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Communication Systems and Networks, CIComms 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013, April 16-19, 2013, Singapore (新加坡), p 5-9, (EI 20**3)
[10] Jiang Zhao, San-you Zeng (曾三友), Zheng-jun Li,Hong-yong Jing,The Study in Fast Calculation of Numerical Green Matrix of a Surface Antenna in a Plane, in International Conference on Electronics, Communications and Control (ICECC),ISBN: 978-1-4577-0320-1,p 2956- 2959, September 9-11, 2011，Ningbo, China , (EI 201**).
[11] Zeng Sanyou (曾三友),Chen Shizhong, Zhao Jiang, Zhou Aimin, Li Zhengjun, Jing Hongyong，Dynamic Constrained Multi-objective Model for Solving Constrained Optimization Problem, IEEE Congress on Evolutionary Computation 2011 (CEC’11), June 5-8, New Orleans, LA, United states ,USA(美国)，ISBN:47,On p 2041 – 2046, 2011 (EI 201**)
[12] Jia Lina, ZengSanyou (曾三友), Zhou Dong, Zhou Aimin, Li Zhengjun, Jin Hongyong，Dynamic Multi-objective Differential Evolution for Solving Constrained Optimization Problem, IEEE Congress on Evolutionary Computation 2011 (CEC’11) , June 5-8, New Orleans, LA, United states ,USA(美国)，ISBN:47,On p 2649 – 2654, 2011. EI 201**
[13] Kun Qin,Sanyou Zeng (曾三友),Zhengjun Li,Hongyong Jing ，Automated Antenna Design Using Self-adaptive Differential Evolution Algorithm，International Conference on Measuring Technology and Mechatronics Automation , ISBN: 978-1-61284-289-9 Shenzhen, Guangdong, China, p 964 – 969, March 2829, 2011 (EI 083).
[14] Qing Zhang, Sanyou Zeng (曾三友), Zhengjun Li, Hongyong Jing, "An Effective Combination of Genetic Operators in Evolutionary Algorithm," Fourth International Symposium on Computational Intelligence and Design, October 28-30, 2011, Hangzhou, China , 1, p 105-109, 2011（EI收录）.
[15] Zeng, Zhi-Gao; Ding, Li-Xin; Yi, Sheng-Qiu; Zeng, San-You (曾三友); Qiu, Zi-Hua. Video image segmentation using Gaussian mixture models based on the differential evolution-based parameter estimation. Key Engineering Materials, May 1-2, 2011, Chengdu, China .v 474, p 442-447（EI收录）
[16] Zhangyi Yu, Sanyou Zeng (曾三友), Yan Guo, Nannan Hu, Liguo Song. “Pathfinder based on simulated annealing for solving placement and routing problem” , Lecture Notes in Computer Science, Advances in Computation and Intelligence - 5th International Symposium, ISICA 2010, Proceedings， v 6382 LNCS, n M4D, Springer, October 22- 24, 2010, Wuhan, China,pp 390-401. EI NO.687, ISSN 0302-9743.
[17] Fan Yuanyuan，Liang Qingzhong,Zeng Sanyou (曾三友). A study on modeling evolutionary antenna based on ST-5 antenna and NEC2, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v 6382 LNCS, n M4D, p 474-486, 2010, Advances in Computation and Intelligence - 5th International Symposium, ISICA 2010, Proceedings, October 22- 24, 2010, Wuhan, China（EI收录）
[18] Yulong Shi, Sanyou Zeng (曾三友), An Evolutionary Algorithm with lower-dimensional Crossover for Solving Constrained Engineering Optimization Problems, Proceeding of the 4th International Conference on Hybrid Artificial Intelligence Systems(HAIS 2009), Mexico(墨西哥), 2009, pp. 289–298（EI收录）.
[19] Zhi-Gao Zeng,San-You Zeng (曾三友),Li-Xin Ding,Sheng-Qiu Yi,Ant Colony Clustering Based on Cloud Model and Its Application in Image Segmentation,Proceedings of 2010 3rd International Congress on Image and Signal Processing, ISBN:978-1-4244-6516-3, IEEE ,2010, pp1327-1332.
[20] Yang Yang, Sanyou Zeng (曾三友), Haoqiu Long, etc, Automated Wire Antennas Design Using Dynamic Dominance Genetic Algorithm, In Proceedings of the 2009 NASA/ESA Conference on Adaptive Hardware and Systems, IEEE Publisher,2009, pp.257-262, EI NO. 404, ISBN:46
[21] DongDong Zhao, Sanyou Zeng (曾三友), An Multi-objective Evolutionary Algorithm with Lower-dimensional Crossover and dense control. Proceeding of the 4th International Symposium on Intelligence Computation and Applications (ISICA 2009), Communications in Computer and Information Science, p. 76–87. EI NO.337 ,ISSN **, Springer
[22] Danping Yu, Sanyou Zeng (曾三友), Xianqiang Yang, Zu Yan, Yulong Shi, Song Gao, Bo Xiao，A Dynamic Evolutionary Algorithm and Its Application in Automated Antenna Design, Proceedings of the 2009 World Summit on Genetic and Evolutionary Computation, 2009,Shanghai, China, ACM, pp 929-932,EI 597
[23] Song Gao, Sanyou Zeng (曾三友), Bo Xiao, Yulong Shi. et al.: An Orthogonal Multi-objective Evolutionary Algorithm with Lower-dimensional Crossover. Proceedings of IEEE Congress on Evolutionary Computation 2009 (CEC’ 09), 2009, Norway(挪威), ISBN: 978-1-4244-2958-5, Page(s):1959 – 1964, EI 773.
[24] Guo Yan, Zeng Sanyou (曾三友), Kang Lishan, Liu Gang, Hu Nannan, Zhao Kuo,A route system based on genetic algorithm for coarse-grain reconfigurable architecture, , Lecture Notes in Computer Science （ISSN **），v 5821,4th International Symposium on Intelligence Computation and Applications, ISICA 2009, pp 11-17, 2009.(EI 975)
[25] Zhenhua Cai, Sanyou Zeng (曾三友), Yang Yang, Lishan Kang Automated Antenna Design Using Normalized Steady State Genetic Algorithm, In Proceedings of NASA/ESA 2008 Conference on Adaptive Hardware and System ，2008，pp125-132, Netherlands（荷兰）,IEEE。（通讯作者曾三友） (EI NO. 570, ISBN: 63)
[26] Gang Liu, Wei Qiang, Sanyou Zeng (曾三友) and Liguo Song, The Design of Placement Algorithm with Fault-Tolerance Based on Dynamic Evolvement Arithmetic for Coarse-Grain Reconfigurable Architecture, Progress in Intelligence Computation & Applications, the International Symposium on Intelligence Computation and Applications (ISICA’08),
[27] Bo Xiao, Danping Yu, Sanyou Zeng (曾三友), A Constrained Dynamic Evolutionary Algorithm with Adaptive Penalty Coefficient , The 3rd International Workshop on Hybrid Artificial Intelligence Systems( HAIS 2008), Spain(西班牙), 2008, Lecture Notes in Computer Science, LNAI 5271, pp. 103–112, 2008. （EI NO.084），ISSN **, Springer
[28] Sanyou Zeng (曾三友), Guang Chen, Rui Wang, Hui Li, Hui Shi, Lixin Ding, Lishan Kang， A New Technique for Assessing the Diversity of Close-Pareto-Optimal Front，In Proceedingsof the 2008 Congress on Evolutionary Computatoin (CEC’08). 2008,Hongkong（香港）,pp344-349. (EI NO:749, ISBN: 37)
[29] Qing Zhang, Sanyou Zeng (曾三友), Rui Wang, Hui Shi, Guang Chen, Lixin Ding, Lishan Kang， Constrained Optimization by the Evolutionary Algorithm with Lower-Dimensional-Crossover and Gradient-Based Mutation，In Proceedingsof the 2008 Congress on Evolutionary Computatoin (CEC’08). 2008,Hongkong（香港）,pp273-279. EI 688.
[30] Lishan Kang, Yong Liu, Sanyou Y. Zeng (曾三友) (Eds.): Evolvable Systems: From Biology to Hardware, 7th International Conference, ICES 2007, Wuhan, China, September 21-23, 2007, Proceedings. Lecture Notes in Computer Science 4684 Springer 2007, ISBN 978-3-540-74625-6, (EI, No. )
[31] Sanyou Zeng (曾三友), Hui Shi, Lishan Kang, and Lixin Ding, Orthogonal Dynamic Hill Climbing Algorithm: ODHC, Book Chapter,pp79-104. in Shengxiang Yang, Yew-Soon Ong.Yaochu Jin (eds), Evolutionary Computation in Dynamic and Uncertain Environments, Studies in Computational Intelligence Volume 51,Springer, 2007, ISSN 1860-949X, ISBN-13 978-3-540-49772-1
[32] Lixin Ding, Sanyou Y. Zeng (曾三友): About the Limit Behaviors of the Transition Operators Associated with EAs. In L. Kang, Y. Liu, and S. Zeng (Eds.),Advances in Computation and Intelligence, ISICA 2007, Springer-Verlag LNCS 4683, 110-119 （EI, No. ）
[33] Kang, Zhuo, Kang Lishan, Zou Xiufen, Liu Minzhong, Li Changhe, Yang Ming, Li Yan, Chen Yuping, Zeng Sanyou (曾三友), A new evolutionary decision theory for many-objective optimization problems. Lecture Notes in Computer Science, v 4683 LNCS, Advances in Computation and Intelligence - Second International Symposium, ISICA 2007, Proceedings, 2007, p 1-11 (EI, No. )
[34] Hui Wang, Sanyou Zeng (曾三友), Liang Chen, Hui Shi, Cheng Zhang: Differential Evolution for Multi-Objective Clustering, Sanyou Zeng, Qiuming Zhang, Yong Liu, Lishan Kang (Eds.):Progress in Intelligence Computation & Applications, the International Symposium on Intelligence Computation and Applications (ISICA’07),124-127（ISTP收录）
[35] Gang Liu, Sanyou Zeng (曾三友), Wei Qiang, Hui Shi, Rui Wang, Hui Wang, Lishan Kang: Using Cartesian Programming to Implement Function Modeling, Sanyou Zeng, Qiuming Zhang, Yong Liu, Lishan Kang (Eds.):Progress in Intelligence Computation & Applications, the International Symposium on Intelligence Computation and Applications (ISICA’07),104-110（ISTP收录）
[36] Ping Wang, Sanyou Zeng (曾三友), Jingfeng Yan, Jiangdong Xu: Using Multi-Objective Evolutionary Algorithm in PLD Model to Implement The Automatic Design of Logic Circuits, In Sanyou Zeng, Qiuming Zhang, Yong Liu, Lishan Kang (Eds.): Progress in Intelligence Computation & Applications, the International Symposium on Intelligence Computation and Applications (ISICA’07), 120-123, ISTP（ISTP收录）
[37] Wang Hui, Zeng Sanyou,Liu Yong, Wang Wenjun, Shi Hui,Liu Gang, Re-diversification based particle swarm algorithm with Cauchy mutation, Lecture Notes in Computer Science, v 4683 LNCS, p 362-371, 2007, Advances in Computation and Intelligence - Second International Symposium, ISICA 2007, Proceedings, Springer-Verlag, ( EI，No 286)
[38] Hui Shi, Sanyou Zeng (曾三友), Hui Wang, Gang Liu, Guang Chen,Hugo de Garis, and Lishan Kang，A Novel Lower-Dimensional-Search Algorithm for Numerical Optimization， In L. Kang, Y. Liu, and S. Zeng (Eds.),Advances in Computation and Intelligence, ISICA 2007，Lecture Notes in Computer Science, LNCS 4683, pp. 214–223, 2007.( EI，No.), ISTP, ISSN **, Springer-Verlag
[39] Jinfei Wang, Sanyou Zeng (曾三友), Zhenhua Li, Ping Zhang: A Guo-Tao-Algorithm-based Non-dominated Sorting Approach to Multi-objective Optimization, In Sanyou Zeng, Qiuming Zhang, Yong Liu, Lishan Kang (Eds.):Progress in Intelligence Computation & Applications, the International Symposium on Intelligence Computation and Applications (ISICA’07), 138-142（EI收录）
[40] Sanyou Zeng (曾三友), Hui Shi, Hui Li, Guang Chen, Lixin Ding, Lishan Kang, A Lower-dimensional-Search Evolutionary Algorithm and Its Application in Constrained Optimization Problems, In Proceedingsof the 2007 Congress on Evolutionary Computatoin (CEC’07). 2007, Singapore, pp1255-1260 .( EI，No. 037, ISBN ),
[41]San-you ZENG (曾三友), Guang CHEN ,Liang ZHENG, Hui SHI, Hugo de GARIS,Lixin DING, Lishan KANG, A Dynamic Multi-Objective Evolutionary Algorithm Based on an Orthogonal Design, In Proceedings of the 2006 Congress on Evolutionary Computatoin (CEC’06). 2006,Canada, ISBN: 0-7803-9487-9, pp 573- 580 (EI，No. ,)
[42]Sanyou ZENG (曾三友), Hui SHI, Guang CHEN, Hugo de GARIS, Lishan KANG, Lixin DING , Orthogonal Dynamic Hill-Climbing Algorithm for Dynamic Optimization Problems, In Proceedingsof the 2006 Congress on Evolutionary Computatoin (CEC’06). 2006,Canada, pp1331 - 1338 (EI，No. )
[43]Sanyou ZENG (曾三友)^,,Rui WANG, Hui SHI, Guang CHEN, Hugo de GARIS, Lishan KANG , Lixin DING, Both Robust Computation and Mutation Operation in Dynamic Evolutionary Algorithm are Based on Orthogonal Design, In Proceedingsof the 2006 Genetic and Evolutionary Computatoin Conference(1-59593-186-4), ACM. 2006,USA,pp 1437 – 1438（EI收录）
[44] Rui Liu, San-you Zeng (曾三友), Lixin Ding,Lishan Kang, Hui Li, Yuping Chen,An Efficient Multi-objective Evolutionary Algorithm For Combinational Circuit Design, In Proceedings of NASA/EAS 2006 Conference on Adaptive Hardware and System ,IEEE，AHS-2006, Turkey, pp215-221（EI收录）
[45]Xue-song Yan,Weiwei, RuiLiu, San-You Zeng, Li-shan Kang, Design Electronic Circuits By Means of Gene Expression Programming,AHS-2006 Adaptive Hardware and System ,IEEE,pp194-199（EI收录）
[46] SanYou Zeng (曾三友), Hugo de GARIS, Jun He, LiShan Kang. A Novel Evolutionary Algorithm Based on an Orthogonal Design for Dynamic Optimization Problems (ODEA). In Proceedingsof the 2005 Congress on Evolutionary Computatoin (CEC05). 2005, UK, Vol 2,pp1188-1195（ISTP/ EI收录）
[47] Sanyou Zeng (曾三友), Shuzhen Yao, Lishan Kang, and Yong Liu. An Efficient Multi-objective Evolutionary Algorithm: OMOEA-II. In C. A. Coello Coello et al. (Eds.), proceedings of the Third International Conference on Evolutionary Multi-Criterion Optimization (EMO'05), 2005, Mexico, Lecture Notes in Computer Science series, Vol 3410, Springer-Verlag. Pp.108-119. （SCIE /ISTP/ EI收录）
[48]ZENG Sanyou (曾三友), YAN Jingfeng, ZHU Qinglu, YAO Shuzhen, KANG Lishan. A Metric for Measuring the Degree of Population Divergence of Gene Expression Programming, In Proceedings of the Annual Conference of China Association for Science and Technology. Vol.2 No.1,pp156-160,2005（EI收录）
[49] Chen, ZY;Kang,LS, Zeng,SY (曾三友),An algorithm for solving constrained function optimization problems based on multi-parent crossover operator. In Progress in Intelligence Computation & Applications, the International Symposium on Intelligence Computation and Applications (ISICA’05), pp190-197, 2005. （ISTP收录）
[50] Yan XS;Yao,Y;Fang, YY;Zeng,SY (曾三友);Kang,LS. Evolutionary approaches to fault tolerance-A survey, In Progress in Intelligence Computation & Applications, the International Symposium on Intelligence Computation and Applications (ISICA’05), pp144-150, 2005. （ISTP已收录）
[51]曾三友，颜雪松，康立山. 演化计算及其在深空探测应用可行性研究. 中国宇航学会深空探测技术专业委员会第一届学术会议论文集 2005, pp297-302
[52]魏 巍,刘 睿,张良峰,曾三友. 基于演化的电路自动化设计. 中国宇航学会深空探测技术专业委员会第一届学术会议论文集 2005,pp439-443
[53] Sanyou Zeng (曾三友), Yuping Chen, Lixin Ding and Lishan Kang. A New Multiobjective Evolutionary Algorithm: OMOEA. In Proceedingsof the 2003 Congress on Evolutionary Computatoin (CEC03). 2003,, Canberra Australia, Vol.2,pp898-905. Piscataway, NJ. IEEE.（ISBN 0-7803-7804-0）ISTP已收录
[54] Lixin Ding, Sanyou Zeng (曾三友) and Lishan Kang. A Fast Algorithm on Finding the Nondominated Set in Multi-objective Optimization. In Proceedingsof the 2003 Congress on Evolutionary Computatoin (CEC03). 2003, Canberra Australia, Vol.4,pp2565-2571. Piscataway, NJ. IEEE.（ISBN 0-7803-7804-0）ISTP已收录
[55] S Y Zeng (曾三友), L X Ding, L S Kang. An Evolutionary Algorithm of Contracting Search Space Based on Partial Ordering Relation for Constrained Optimization Problems. Proceedings of the 5th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP2002). IEEE Computer Society Published, 2002, 10, pp76-81 (ISBN 0-7695-1512-6/02) ISTP已收录.

出版专著和教材
专著或论文集（章节）[1] Lishan Kang,Yong Liu,Sanyou Y. Zeng(曾三友)(Eds.): Advances in Computation and Intelligence, Second International Symposium, ISICA 2007, Wuhan, China, September 21-23, 2007, Proceedings.Lecture Notes in Computer Science4683 Springer 2007, ISBN 978-3-540-74580-8 (EI, No. )
[2] Sanyou Zeng(曾三友), Qiuming Zhang,Yong Liu,Lishan Kang(Eds.):Progress in Intelligence Computation & Applications, the International Symposium on Intelligence Computation and Applications (ISICA’07) , Wuhan, China, September 21-23, 2007, Proceedings. CHINA UNIVERSITY OF GEOSCIENCES PRESS, ISBN 978-7-5625-2204-1

科研创新
1) 曾三友，李正军，等，计算机软件著作权登记:天线分析软件(NO.2010SR071353),2010
2) 曾三友，李正军，等，计算机软件著作权登记:分布式天线自动演化软件(NO. 2011SR002194),2011
3) 曾三友，李晖，乔永强，等，计算机软件著作权登记:并行演化优化软件(NO. 2011SR001586),2011

指导学生情况
1) 曾三友，指导的学士学位论文《演化天线及其三维打印成形》（作者：翁宗超）获得湖北省优秀学士学位论文，2015；
2) 曾三友指导的大学生科技作品“新型S波段天线自动设计” 获得2015年湖北省科技作品挑战杯二等奖；
3) 曾三友指导的学士学位论文《动态多目标演化算法设计贴片天线》获得湖北省优秀学士学位论文，2014；
4) 曾三友指导的大学生科技作品 “一款新型星载全向天线的研制” 获得2011年湖北省科技作品挑战杯一等奖；
5) 曾三友指导的大学生科技作品“一款新型星载全向天线的研制”获得2011年全国科技作品挑战杯三等奖；
6) 曾三友指导的大学生科技作品“卫星天线演化设计研究” 获得2009年湖北省科技作品挑战杯特等奖；
7) 曾三友指导的大学生科技作品“卫星天线演化设计研究”获得2009年全国科技作品挑战杯二等奖；
8) 曾三友指导的大学生科技作品“片上自适应滤波器研究” 获得2007年湖北省科技作品挑战杯特等奖；
9) 曾三友指导的大学生科技作品“片上自适应滤波器研究”获得2007年全国科技作品挑战杯二等奖；