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    郭晓玲


    基本信息

    民族:汉              籍贯:河南            职称:讲师

    出生日期:1987年7月      Email: guoxiaoling@cumtb.edu.cn

     

    工作经历

    2016.7至今        中国矿业大学(北京)    理学院        讲师

    2014.7至2016.7    中国科学院大学          工程科学学院  讲师

     

    教育背景

    2009.9至2014.7    清华大学数学科学系      理学博士    导师:邢文训教授

    2012.8至2013.8    美国北卡罗莱纳州立大学  联合培养    导师:方述诚教授

    2011.9至2014.7    北京大学国家发展研究院  经济学双学位

    2005.9至2009.7    湖南大学数学与计量经济学院信息与计算科学专业   学士

     

    教学课程

    网络优化、最优化理论与方法、高等数学、线性代数 

     

    研究方向

    二次规划,全局优化,锥规划及其在工程和经济学中的应用,大数据

     

    学术论文及专利

    1. Xiaoling Guo, Zhibin Deng, Shu-Cherng Fang and Wenxun Xing (2014): Quadratic optimization over one first-order cone, Journal of Industrial and Management Optimization, 10(3), 945-963;

    2. Xiaoling Guo, Zhibin Deng, Shu-Cherng Fang, Zhenbo Wang and Wenxun Xing (2014): Quadratic optimization over a second-order cone with linear equality constraints, Journal of the Operations Research Society of China, 2, 17-38;

    3. Cheng Lu and Xiaoling Guo (2015): Convex reformulation for binary quadratic programming problems via average objective value maximization, Optimization Letters, 9, 523-535.

    4. Cheng Jiang, Zhonghua Liu, Juyun Wang, Hua Yu and Xiaoling Guo* (2017): An optimal approach for critical node problem using semidefinite programming, Physica A: Statistical Mechanics and Its Applications, 471: 315-324;

    5. Hong Han, Xiaoling Guo and Hua Yu (2017): Variable selection using Mean Decrease Accuracy and Mean Decrease Gini based on Random Forest, IEEE International Conference on Software Engineering & Service Science, 219-224;

    6. Xingmei Li, Shu-Cherng Fang, Ye Tian and Xiaoling Guo (2015): Expanded model of the project portfolio selection problem with divisibility, time profile factors and cardinality constraints, Journal of the Operational Research Society, 66(7): 1132-1139;

    7. Xingmei Li, Shu-Cherng Fang, Xiaoling Guo, Zhibin Deng and Jianxun Qi (2016): An extended model for project portfolio selection with project divisibility and interdependency, Journal of Systems Science and Systems Engineering, 25(1): 119-138;

    8. Fan Wu, Chong Chen, Xiaoling Guo, Hua Yu and Juyun Wang (2016): Prediction of crop yield using big data, International Symposium on Computational Intelligence and Design, 1: 255-260;

    9. Jian Luo, Shu-Cherng Fang, Zhibin Deng and Xiaoling Guo (2016): Soft quadratic surface support vector machine for binary classification, Asia-Pacific Journal of Operational Research, 33(06): 144-152.

    10. 李星梅、魏涵静、郭晓玲、乞建勋(2014):基于可打断的双目标项目组合选择模型研究,第十六届中国管理科学学术年会,p4;

    11. 李星梅、魏涵静、乞建勋、郭晓玲(2016):资源约束下可打断项目组合选择模型研究,《中国管理科学》,24(11): 40-46;

    12. 刘忠华、王菊韵、郭晓玲、于华(2016):基于Kullback-Leibler距离的网络节点一致性排序,《系统工程理论与实践》,36(8): 2127-2134;

    13. 于璐(NEC)、王虎(NEC)、郭晓玲、吴凡、于华(2016):专利名称《数据处理设备、方法和系统》,申请号:CN201510148406.9, 公开号:CN106155984A, 公告号:CN106155984A.