樊锁海
樊锁海,博士,数学教授,暨南大学伯明翰大学联合学院教学副院长。
从事应用数学、复杂网络与智能优化等方面研究近30年。主持和参加国家和省部级科研项目10余项,发表学术论文90余篇,独立完成的研究成果获国务院侨办科技进步奖二等奖和广东省高校科技进步奖三等奖。主持广东省教学质量与教学改革工程项目5项,获广东省教学成果奖3项。获暨南大学优秀教师、师德标兵、优秀研究生指导教师等荣誉称号,是暨南大学本科教学校长奖(教学贡献奖)获得者。2015年获得南粤优秀教师荣誉称号。
tfsh@jnu.edu.cn
复杂网络、智能算法、机器学习(应用统计)、图论与网络优化
讲授课程主要包括代数学、计算智能、数学模型、图论与网络优化、高级运筹学、复杂网络理论与方法、网络科学导论、统计建模与统计软件、社会网络分析软件与使用等。
1984年9月起在兰州大学数学系基础数学专业学习,获理学学士学位,同时被推荐免试攻读硕士学位,两年后直接攻读博士学位,于1993年6月获理学博士学位。
博士毕业后到暨南大学数学系工作,历任讲师,副教授,2001年10月起任教授。2000年5月--2007年3月任数学系主任助理。2005年6月至12月在加拿大蒙特利尔大学计算机系和数学系访问。
1998年至2018年任中国人民政治协商会议广东省委员会委员,2007年至2018年任中国人民政治协商会议广东省委员会常务委员。
任民进暨南大学基层委主委。
现为广东省运筹学会监事长,广州工业与应用数学学会副理事长。
主要论文:
(26)Tianbo Ye, Pengcheng Li, and Suohai Fan*. Preferential selection based on aspiration and memory in spatial evolutionary prisoner’s dilemma game. Physica A: Statistical Mechanics and its Applications, 2024, 647: 129924.
(25)Pengcheng Li, Tianbo Ye, and Suohai Fan*.The impact of preferential selection mechanism based on average payoff and stability of payoff on the evolution of cooperation. Europhysics Letters, 2024, 146 (2) : 21003.
(24)Jianhe Li, Suohai Fan*. GRNN: Graph-Retraining Neural Network for Semi-Supervised Node Classification. Algorithms, 2023, 16(3): 126.
(23)Ye Chen, Suohai Fan, Hong-Jian Lai, Murong Xu. Graph r-hued colorings—A survey. Discrete Applied Mathematics 321 (2022): 24-48.
(22)XiaoLin Wang, Cong Li, and Suohai Fan*. Evolution of cooperation in prisoner's dilemma game under the coupling of aspiration and imitation rules. Europhysics Letters, 2022, 136(5): 58004.
(21)Jiajing Zha, Cong Li, and Suohai Fan*. The effect of stability-based strategy updating on cooperation in evolutionary social dilemmas. Applied Mathematics and Computation, 2022, 413: 126603.
(20)Bao-Yu Liu, Ling Huang, Chang-Dong Wang, Suohai Fan and Philip S. Yu. Adaptively Weighted Multi-view Proximity Learning for Clustering. IEEE Transactions on Cybernetics, 2021, 51(3):1571-1585.
(19)Liping Zheng, Hedong Xu, Cunzhi Tian, Suohai Fan*. Evolutionary dynamics of information in the market: Transmission and trust. Physica A: Statistical Mechanics and its Applications, 2021, 81: 126228.
(18)Cong Li, Hedong Xu, and Suohai Fan*. Evolutionary compromise game on assortative mixing networks. Applied Mathematics and Computation, 2021, 390: 125681.
(17) Zhiqi Lin, Hedong Xu, and Suohai Fan*. Evolutionary accumulated temptation game on small world networks. Physica A: Statistical Mechanics and its Applications, 2020, 553 : 124665.
(16)Ye Chen, Suohai Fan, Hong-Jian Lai, Huimin Song, and Murong Xu, Decomposition and r-hued Coloring of K4(7)-minor Free Graphs, Applied Mathematics and Computation, 384 (2020), 125206.
(15) Cong Li, Hedong Xu, Suohai Fan*,Synergistic effects of self-optimization and imitation rules on the evolution of cooperation in the investor sharing game, Applied Mathematics and Computation 370 (2020) 124922
(14) Wenxing Ye, Suohai Fan*, Evolutionary traveler’s dilemma game based on particle swarm optimization, Physica A: Statistical Mechanics and its Applications, 2020, 544: 123410.
(13) Cong Li and Suohai Fan*. A dynamic aspiration-based interaction strategy blocks the spread of defections in social dilemma. EPL (Europhysics Letters), 2020, 129:48002.
(12) Fanpeng Song, Jianliang Wu, Suohai Fan, Fei Jing. Transcendental behavior and disturbance behavior favor human development. Applied Mathematics and Computation, 2020, 378: 125182.
(11)Hedong Xu, Cunzhi Tian, Suohai Fan*, and Jiajia Li, Information flows in the market: an evolutionary game approach, Chaos 29, 023126 (2019),Volume 29, Issue 2, February 2019
(10) Yukun Dong,Hedong Xu, Suohai Fan*, Memory-based stag hunt game on regular lattices, Physica A: Statistical Mechanics and its Applications, Volume 519, 1 April 2019, Pages 247-255
(9)Hedong Xu, Suohai Fan*, Cunzhi Tian, Xinrong Xiao. Effect of strategy-assortativity on investor sharing games in the market, Physica A: Statistical Mechanics and its Applications, Volume 514, 15 January 2019, Pages 211–225
(8)Hedong Xu, Suohai Fan*, Cunzhi Tian, Xinrong Xiao. Evolutionary investor sharing game on networks , Applied Mathematics and Computation, Volume 340, 1 January 2019, Pages 138-145
(7)Hedong Xu, Cunzhi Tian, Wenxing Ye, Suohai Fan*. Effects of investors’ power correlations in the power-based game on networks, Physica A: Statistical Mechanics and its Applications, Volume 506, 15 September 2018, Pages 424–432
(6)Hedong Xu, Cunzhi Tian, Xinrong Xiao, Suohai Fan*. Evolutionary investors’ power-based game on networks, Applied Mathematics and Computation,Volume 330, 1 August 2018, Pages 125–133
(5)J Kong, S Fan, HJ Lai, M Xu, Linear list r-hued colorings of graphs with bounded maximum subgraph average degrees, ARS COMBINATORIA, 2018, 140, 149-172
(4)Wenxing Ye, Weiying Feng, Suohai Fan*. A novel multi-swarm particle swarm optimization with dynamic learning strategy. Applied Soft Computing 61 (2017) 832–843
(3)Wenxing Ye, Weiying Feng, Chen Lu, Suohai Fan*. Memory-based prisoner's dilemma game with conditional selection on networks,Applied Mathematics and Computation,Volume 307, 15 August 2017, Pages 31–37
(2)Li Ma, Suohai Fan*. CURE-SMOTE algorithm and hybrid algorithm for feature selection and parameter optimization based on random forests. BMC Bioinformatics, 2017,18 (1):169
(1)Wenxing Ye,Suohai Fan*. Evolutionary snowdrift game with rational selection based on radical evaluation,Applied Mathematics and Computation,Volume 294, 310-317, 2017,
https://scholar.google.com/citations?hl=zh-CN&user=DmlVBjcAAAAJ&view_op=list_works&sortby=pubdate
主要著作:
致力于图论与网络最优化、运筹学与控制论、复杂网络、智能计算、应用统计等学科领域的研究工作。主持国家、广东省自然科学基金以及国务院侨办重点学科科研基金项目6项,参与国家重点研发计划、国家自然科学基金和国家社会科学基金项目、广东省自然科学基金项目和广州市科技攻关项目等10余项。在国内外权威学术刊物发表论文90余篇,独立完成的研究论文获广东省自然科学优秀论文三等奖,研究成果获国务院侨办科技进步奖二等奖和广东省高校科技进步奖三等奖,并入编《广东科技志》。
近五年来在复杂网络演化博弈、演化算法与群体智能、机器学习(应用统计)、图染色等领域的相关研究论文发表在Applied Mathematics and Computation,Chaos: An Interdisciplinary Journal of Nonlinear Science, Physica A: Statistical Mechanics and Its Applications,EPL (Europhysics Letters),Applied Soft Computing,BMC Bioinformatics,IEEE Transactions on Cybernetics, Discrete Mathematics,Discrete Applied Mathematics等重要期刊上。