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刘景发
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基本资料

姓名:刘景发

学历/学位:博士研究生

职称/职务:教授、云山杰出学者

教师介绍

教师介绍

研究方向:信息检索、计算智能、组合优化与决策、大数据、本体

联系邮箱:jfliu@gdufs.edu.cn

 

博士生导师,目前是中国计算机学会高级会员,美国ACM会员,国家自然科学基金通讯评委,教育部学位点通讯评委。2008年入选江苏省青蓝工程优秀青年骨干教师,2012年入选江苏省六大人才高峰高层次培养人才,2016年入选江苏省“333”高层次人才,2018年入选广东外语外贸大学“云山杰出学者”等荣誉称号,先后担任南京信息工程大学信息化建设与管理处副处长、应用技术十博10bet副院长等职务。近年来,在《中国科学》、《计算机学报》、《Appl. Soft Comput.》、《Expert Syst. Appl.》、《Eur. J. Oper. Res.》、《Phys. Rev. E》、《Comput. Oper. Res.》、《Comput. Indust. Eng.》等国内外一些专业权威学术期刊上发表学术论文100余篇,其中SCI收录30篇,EI收录30余篇,授权发明专利2。近年来承担了包括国家自然科学基金、国家社科基金重大项目、公益性行业(气象)科研专项、省自然科学基金等十余项国家级、省部级项目。担任包括IEEE Transactions on Evolutionary ComputationIEEE/ACM Transactions on Computational Biology and BioinformaticsEuropean Journal of Operational ResearchOMEGAComputers & Operations ResearchPhysics Review EPhysica AComputers & Industrial Engineering、中国科学、计算机学报等在内的二十余个国际SCIEI期刊的评审专家。

 

近年来承担主要科研项目

[1] 带性能约束的复杂布局问题的模型及搜索算法研究(61373016). 国家自然科学基金项目, 主持

[2] 基于大数据融合的气象灾害应急管理研究(16ZDA047). 国家社会科学基金重大项目, 子课题负责人

[3] 数学机械化方法及其在信息技术中的应用(2004CB318000). 国家重点基础发展规划(973)项目, 参与

[4] 基于多目标优化的智能主题爬行方法. 广州市科技计划项目, 2020.4-2023.3, 主持

[5] 蛋白质结构从头预测方法的构象空间全局搜索算法研究(BK2010570). 江苏省自然科学基金, 主持

[6] 面向设施农业的信息物理融合系统关键技术研究(61373064). 国家自然科学基金项目, 参与

[7] 矩形Packing基本问题的高性能求解算法(10471051). 国家自然科学基金项目, 参与

[8] 从头预测蛋白质三维结构的构象搜索算法研究(20100471350). 中国博士后科学基金, 主持

[9] 公众气象服务满意度和效益的评价技术与方法(GYHY201106037). 公益性行业(气象)科研专项, 参与

[10] 气象服务效益评估方法与技术研究(GYHY200806017). 公益性行业(气象)科研专项, 参与

[11] 蛋白质结构预测的构象空间全局优化方法(201104572). 中国博士后科学基金特别资助, 主持

[12] 省市县一体化气象为农服务平台建设([2014]MC11). 中国气象局软科学项目, 参与

[13] 启发式方法在工业物件装填问题上的应用研究(DZXX-041). 江苏省六大人才高峰项目, 主持

[14] 基层气象信息网络安全体系建设研究([2011]061). 中国气象局软科学项目, 主持

 

近年来发表的主要论文

[1] Liu Jingfa, Liu Siyu, Liu Zhaoxia, Li Bi. Configuration space evolutionary algorithm for multi-objective unequal-area facility layout problems with flexible bays [J]. Applied Soft Computing, 2020, 89: 106052 (SCI)

[2] Liu Jingfa, Liu Jun, Yan Xueming, Peng Bitao. A heuristic algorithm combining Pareto optimization and niche technology for multi-objective unequal area facility layout problem [J]. Engineering Application of Artificial Intelligence, 2020, 89: 103453 (SCI)

[3] Liu Jingfa, Liu Jun. Applying multi-objective ant colony optimization algorithm for solving the unequal area facility layout problems [J]. Applied Soft Computing, 2019, 74: 167-189. (SCI)

[4] Liu Jingfa, Zhang Huiyun, He Kun, Jiang Shengyi. Multi-objective particle swarm optimization algorithm based on objective space division for the unequal-area facility layout problem [J]. Expert Systems with Applications, 2018, 102: 179-192. (SCI)

[5] He Kun, Ye Hui, Wang Zhengli, Liu Jingfa. An efficient quasi-physical quasi-human algorithm for packing equal circles in a circular container [J]. Computers & Operations Research, 2018, 92: 26-36. (SCI)

[6] Xue Yu, Jiang Jiongming, Ma Tinghuai, Liu Jingfa, Pang Wei. A self-adaptive artificial bee colony algorithm with symmetry initialization [J]. Journal of Internet Technology, 2018, 19(7): 1347-1362 (SCI)

[7] 刘景发, 刘思妤. 带静不平衡约束的矩形装填问题的启发式算法 [J]. 软件学报, 2018, 29(2): 283-298. (EI)

[8] Liu Jingfa, Wang Dawen, He Kun, Xue Yu. Combining Wang-Landau sampling algorithm and heuristics for solving the dynamic facility layout problem [J]. European Journal of Operational Research, 2017, 262(3): 1052-1063(SCI, SSCI)

[9] Liu Jingfa, Li Jian, Lü Zhipeng, Xue Yu. A quasi-human strategy-based improved basin filling algorithm for orthogonal rectangular packing problem with mass balance constraint. Computers & Industrial Engineering, 2017, 107: 196-210 (SCI, EI)

[10] Liu Jingfa, Zhang Kewang, Yao Yonglei, Xue Yu, Guan Tingzhao. A heuristic quasi-physical algorithm with coarse and fine adjustment for multi-objective weighted circles packing problem [J]. Computers & Industrial Engineering, 2016, 101: 416-426. (SCI)

[11] Liu Jingfa, Hao Liang, Li Gang, Xue Yu, Liu Zhaoxia, Huang Juan. Multi-objective layout optimization of a satellite module using Wang-Landau sampling method with local search [J]. Frontiers of Information Technology & Electronic Engineering, 2016, 17(6): 527-542. (SCI)

[12] Liu Jingfa, Huang Juan, Li Gang, Liu Wenjie, Guan Tingzhao, Hao Liang. A new energy landscape paving heuristic for the satellite module layout [J]. Frontiers of Information Technology & Electronic Engineering, 2016, 17(9): 1-13. (SCI)

[13] Liu Jingfa, Jiang Yucong, Li Gang, Xue Yu, Liu Zhaoxia, Zhang Zhen. Heuristic-based energy landscape paving for the circular packing with performance constraints of equilibrium [J]. Physica A, 2015, 431: 166-174, (SCI, EI)

[14] Liu Jingfa, Song Beibei, Yao Yonglei, Xue Yu, Liu Wenjie, Liu Zhaoxia. Wang-Landau sampling in face-centered-cube hydrophobic-hydrophilic lattice model proteins [J]. Physical Review E, 2014, 90(3): 042715, (SCI, EI)

[15] Liu Jingfa, Huang Weibo, Liu Wenjie, Song Beibei, Sun Yuanyuan, Chen Mao. Energy landscape paving with local search for global optimization of the BLN off-lattice model [J]. Journal of the Korean Physical Society, 2014, 64(4): 603-610 (SCI)

[16] 刘景发, 宋蓓蓓, 刘朝霞, 孙媛媛, 黄维波. 一种在格点模型上模拟蛋白质折叠结构的优化算法 [J]. 生物化学与生物物理进展, 2014, 41(7): 712-718 (SCI)

(Liu Jing-Fa, Song Bei-Bei, Liu Zhao-Xia, Sun Yuan-Yuan, Huang Wei-Bo. An Optimization Algorithm for Simulating Protein Folding Structures in Lattice Models, Progress in Biochemistry and Biophysics, 2014, 41(7): 712-718.)

[17] Liu Wenjie, Liu Chao, Wang Haibin, Liu Jingfa, Wang Fang, Yuan Xiaomin. Secure Quantum Private Comparison of Equality Based on Asymmetric W State [J]. International Journal of Theoretical Physics, 2014, 53(6):1804-1813 (SCI)

[18] Liu Wenjie, Liu Chao, Liu Zhihao, Liu Jingfa, Geng Huantong. Same Initial States Attack in Yang et al.’s Quantum Private Comparison Protocol and the Improvement [J]. International Journal of Theoretical Physics, 2014, 53(1): 271-276 (SCI)

[19] Yao Yonglei, Liu Jingfa, Xiong N N. Privacy-Preserving Data Aggregation in Two-Tiered Wireless Sensor Networks with Mobile Nodes [J]. Sensors, 2014, 14: 21174-21194 (SCI, EI)

[20] Liu Jingfa, Sun Yuanyuan, Li Gang, Song Beibei, Huang Weibo. Heuristic-based tabu search algorithm for folding two-dimensional AB off-lattice model proteins [J]. Computational Biology and Chemistry, 2013, 47(3): 142-148 (SCI, EI)

[21] Liu Jingfa, Song Beibei, Liu Zhaoxia, Huang Weibo, Sun Yuanyuan, Liu Wenjie. Energy landscape paving for folding face-centered- cube hydrophobic-hydrophilic lattice model proteins [J]. Physical Review E, 2013, 88(5): 052704, (SCI, EI)

[22] Yao Yonglei, Xiong N X, Park J H, Ma Li, Liu Jingfa. Privacy-preserving max/min query in two-tiered wireless sensor networks [J]. Computers and Mathematics with Applications, 2013, 65(9): 1318-1325. (SCI, EI)

[23] Liu Jingfa, Li Gang, Yu Jun, Yao Yonglei. Heuristic energy landscape paving for protein folding simulation in the three-dimensional HP lattice model [J]. Computational Biology and Chemistry, 2012, 38(3)17-26 (SCI, EI)

[24] Liu Jingfa, Li Gang, Geng Huantong. A new heuristic algorithm for the circular packing problem with equilibrium constraints [J]. Science China: Information Sciences, 2011, 54(8): 1572-1584. (SCI)

[25] Liu Jingfa, Li Gang, Yu Jun. Protein-folding simulations of the hydrophobic-hydrophilic model by combining pull moves with energy landscape paving [J]. Physical Review E, 2011, 84(3): 031934 (SCI, EI)

[26] Liu Jingfa, Li Gang. Basin filling algorithm for the circular packing problem with equilibrium behavioral constraints [J]. Science ChinaInformation Sciences, 2010, 53(5): 885-895. (SCI)

[27] Liu Jingfa, Li Gang, Chen Duanbing, Liu Wenjie, Wang Yali. Two-dimensional equilibrium constraint layout using simulated annealing [J]. Computers & Industrial Engineering, 2010, 59(4): 530-536. (SCI, EI)

[28] Chen Duanbing, Liu Jingfa, Fu Yan, Shang Mingsheng. An efficient heuristic algorithm for arbitrary shaped rectilinear block packing problem [J]. Computers & Operations Research, 201037(6): 1068-1074. (SCI, EI)

[29] Liu Jingfa, Xue Shengjun, Chen Duanbing, Geng Huantong, Liu Zhaoxia. Structure optimization of the two-dimensional off-lattice hydrophobic-hydrophilic model [J]. Journal of Biological Physics, 2009, 35(3): 245-253. (SCI)

[30] Liu Jingfa, Xue Shengjun, Liu Zhaoxia, Xu Danhua. An improved energy landscape paving algorithm for the problem of packing circles into a larger containing circle [J]. Computers & Industrial Engineering, 2009, 57(3): 1144–1149. (SCI, EI)

[31] Liu Jingfa. Structure optimization by heuristic algorithm in a coarse-grained off-lattice model [J]. Chinese Physics B, 2009, 18(6): 2615-2621. (SCI)

[32] Liu Jingfa, Huang Wenqi. Quasi-physical algorithm of an off-lattice model for protein folding problem [J]. Journal of Computer Science and Technology, 2007, 22(4): 569-574. (SCI)

[33] Liu Jingfa, Huang Wenqi. Studies of finding low energy configurations in off-lattice protein models [J]. Journal of Theoretical and Computational Chemistry, 2006, 5(3): 587-594. (SCI)

[34] Huang Wenqi, Liu Jingfa(通讯作者). Structure optimization in a three-dimensional off-lattice protein model [J]. Biopolymers, 2006, 82(2): 93-98. (SCI)

[35] Yao Yonglei, Liu Jingfa. On privacy-preserving context-aware recommender system. International Journal of Hybrid Information Technology, 2015, 8(10): 27-40. (EI)

[36] Liu Jingfa, Gao Zexu, Yao Yonglei, Zhou Ziling. A novel heuristic algorithm for the layout design of plugholes on the circular Jack panel with acting force constraints [J]. International Journal of Advancements in Computing Technology, 2013, 5(4): 310-318.

[37] Li Yan, Liu Jingfa, Liu Qi, Ma Tinghuai, Wang Yuxiang. Using DNA soft computing with molecular beacon to solve hamilton circuit problem [J]. Journal of Convergence Information Technology, 2013, 8(2): 356-363. (EI)

[38] Liu Jingfa, Zhang Guojian, Liu Wenjie, Gao Zexu, Zhou ziling. A new heuristic algorithm for packing equal circles into a larger equilateral triangular container [J]. International Journal of Advancement in Computing Technology, 2012, 4(3): 260-270 (EI)

[39] Liu Jingfa, Zhou Ziling, Liu Zhaoxia, Gao Zexu. Improved Tabu search algorithm for the rectangle packing problem with equilibrium constraints. Journal of Information & Computational Science, 2012, 9(18): 5831-5839 (EI)

[40] Liu JingfaZhou ZilingGao ZexuZhang Guojian. Protein folding simulation based on improved simulated annealing algorithm [J]. Advanced Materials Research, 2012, 424: 246-249 (EI)

[41] Liu Jingfa, Wang Jun, Zheng Yu, Yao Yonglei, Liu Zhaoxia. Annealing genetic algorithm for protein folding simulations in the 3D HP model [J]. International Journal of Digital Content Technology and its Application, 2012, 6(9): 219-226 (EI)

[42] Li Gang, Liu Jingfa, Liu Zhaoxia, Zheng Yu. Genetic algorithm with pull moves for folding 2D model proteins [J]. International Journal of Digital Content Technology and its Applications, 2012, 6(21): 412-418 (EI)

[43] Yao Yonglei, Ma Li, Liu Jingfa. Privacy-preserving MAX/MIN aggregation in wireless sensor networks [J]. Advances in Information Sciences and Service Sciences, 2012, 4(6): 272-280 (EI)

[44] Yao Yonglei, Ma Li, Liu Jingfa. Privacy-preserving top-k query in two-tiered wireless sensor networks [J]. International Journal of Advancements in Computing Technology, 2012, 4(6): 226-235 (EI)

[45] 李刚, 刘景发(通讯作者). 基于禁忌搜索的启发式算法求解带平衡约束的圆形装填问题[J]. 中国科学: 信息科学, 2011, 41(9): 1076-1088

[46] Zheng Yu, Liu Jingfa. A novel quantum-inspired genetic algorithm for a weekly university scheduling optimization. 2011 International Conference on Information Science and Technology (ICIST), 2011, pp. 373-376 (EI)

[47] Liu Wenjie, Liu Jingfa, Xia Hao, Ma Tinghuai, Zheng Yu. Multiparty simultaneous quantum secure direct communication based on GHZ states and mutual authentication [J]. Lecture Notes in Computer Science, 2011, 6677: 209-218 (EI)

[48] 刘景发, 李刚. 求解带平衡性能约束的圆形装填问题的吸引盘填充算法[J]. 中国科学: 信息科学, 2010, 40(3): 423-432

[49] Liu Jingfa, Wang Yali, Pan Jinji. Efficiently packing circles into a larger containing circle[C]. HPCA’2009, Lecture Notes in Computer Science, 2010, 5938, pp. 250–256. (EI)

[50] Liu Wenjie, Liu Jingfa, Cui Mengmeng, He Ming. An introductory review on quantum game theory. 2010 Fourth International Conference on Genetic and Evolutionary Computing, 2010, pp. 386-389 (EI)

[51] Yao Yonglei, Liu Jingfa, Ma Li. Efficient cost optimization for workflow scheduling on grids [C]. 2010 international conference on management and service science, 2010, pp. 1-4 (EI)

[52] Liu Jingfa Yao Yonglei, Zheng Yu, Geng Huantong, Zhou Guocheng. An effective hybrid algorithm for the circles and spheres packing problems[C]. COCOA’2009, Lecture Notes in Computer Science, 2009, 5573, pp. 135-144. (EI)

[53] Liu Jingfa, Xu Danhua, Yao Yonglei, Zheng Yu. Energy landscape paving algorithm for solving circles packing problem[C]. 2009 International Conference on Computational Intelligence and Natural Computing (CINC’2009), 2009, vol.1, pp. 107-110. (EI)

[54] Liu Jingfa, Zheng Yu, Liu Wenjie. A heuristic simulated annealing algorithm for circular packing problem[C]. The Third International Conference on Genetic and Evolutionary Computing (WGEC’2009), 2009, vol. 1, pp. 802-806. (EI)

[55] Zheng Yu, Liu Jingfa, Geng Xuehua, Yang Jinyu. Quantum-inspired genetic evolutionary algorithm for course timetableing[C]. The Third International Conference on Genetic and Evolutionary Computing (WGEC’2009), 2009, vol. 1, pp. 750-753. (EI)

[56] Yao Yonglei, Liu Jingfa. On dynamic pricing in market-based resource management for clusters[C]. International Conference on Management and Service Science, 2009, vol. 1, pp. 124-127, (EI)

[57] 黄文奇, 刘景发(通讯作者). 基于欧氏距离的矩形Packing问题的确定性启发式求解算法[J]. 计算机学报, 2006, 29(5): 734-739

 

 

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