熊健
职称：副教授/博士生导师
邮箱：xiongjian2017@swufe.edu.cn
主讲课程：《智能优化方法及应用》、《多目标优化与决策》、《管理信息系统》、《金融科技》
研究方向：进化计算; 多目标优化; 多目标决策; 机器学习；数据挖掘；项目规划和调度; 投资组合管理；决策支持系统
教育背景
2008.03-2012.12国防科学技术大学 博士
2010.10-2011.11澳大利亚新南威尔士大学 国家公派联合培养
2005.09-2007.12国防科学技术大学 硕士
2001.09-2005.06国防科学技术大学 学士
工作经历
2012.12-2017.07 国防科技大学 信息系统与管理学院 讲师
2014. 09-2015.03 岭南大学商学院 研究助理
2015. 09-2015.12 岭南大学商学院 研究助理
2017.07-2017.12 西南财经大学 英国威廉希尔公司 讲师
2018.01-今 西南财经大学 英国威廉希尔公司 副教授
学术成果
期刊论文
21. Rui Wang, Wubin Ma, Mao Tan , Guohua Wu, Ling Wang, Dunwei Gong,Jian Xiong*. Preference-inspired coevolutionary algorithm with active diversity strategy for multi-objective multi-modal optimization. Information Sciences, 546 (2021) 1148–1165.（*corresponding author）
20. Xinwang Liu, Miaomiao Li, Chang Tang, Jingyuan Xia,Jian Xiong, Li Liu, Marius Kloft, and En Zhu. Efficient and Effective Regularized Incomplete Multi-view Clustering, IEEE Transactions on Pattern Analysis and Machine Intelligence，In Press, DOI: 10.1109/TPAMI.2020.2974828.
19. Chang Tang, Xinwang Liu , Xiao Zheng, Wanqing Li,Jian Xiong, Lizhe Wang, Albert Zomaya, Antonella Longo. DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Discriminative Multi-scale Deep Features, IEEE Transactions on Pattern Analysis and Machine Intelligence，In Press, DOI: 10.1109/TPAMI.2020.3014629.
18. Jiyuan Liu, Xinwang Liu,Jian Xiong, Qing Liao, Sihang Zhou, Siwei Wang and Yuexiang Yang. Optimal Neighborhood Multiple Kernel Clustering with Adaptive Local Kernels. IEEE Transactions on Knowledge and Data Engineering, In Press, DOI: 10.1109/TKDE.2020.3014104.
17. Weixuan Liang*, Sihang Zhou*,Jian Xiong*, Xinwang Liu, Siwei Wang, En Zhu, Zhiping Cai, Xin Xu. Multi-View Spectral Clustering with High-Order Optimal Neighborhood Laplacian Matrix. IEEE Transactions on Knowledge and Data Engineering, In Press, DOI: 10.1109/TKDE.2020.3025100 (*equal contribution)
16. Chang Tang, Xinwang Liu, Xinzhong Zhu,Jian Xiong, Miaomiao Li, Jingyuan Xia, Xiangke Wang, Lizhe Wang. Feature Selective Projection with Low-Rank Embedding and Dual Laplacian Regularization, IEEE Transactions on Knowledge and Data Engineering, 2020,32(9):1474-1760.
15.Jian Xiong, Chao Zhang, Gang Kou , Rui Wang , Hisao Ishibuchi, and Fawaz E. Alsaadi. Optimizing Long-Term Bank Financial Products Portfolio Problems with a Multiobjective Evolutionary Approach. Complexity，2020，Article ID 3106097, 1-18.
14. Rui Wang *,Jian Xiong*, Min-fan He, Liang Gao, Ling Wang. Multi-objective optimal design of hybrid renewable energy system under multiple scenarios. Renewable Energy，2020, 151: 226-237. (*corresponding author)
13.Jian Xiong, Rui Wang, Jiang Jiang. Weapon Selection and Planning Problems Using MOEA/D with Distance-Based Divided Neighborhoods. Complexity，2019，Article ID 7589760, 1-19.
12. Jianmai Shi, Zhong Liu, Luohao Tang,Jian Xiong. Multi-objective optimization for a closed-loop network design problem using an improved genetic algorithm. Applied Mathematical Modelling, 45: 14-30, 2017.
11.Jian Xiong, Zhongbao Zhou, Ke Tian et al. A Multi-Objective Approach for Weapon Selection and Planning Problems in Dynamic Environments, Journal of Industrial and Management Optimization, 2017(3): 1189-1211.
10. Jian Xiong, Roel Leus, Hussein A. Abbass et al. Evolutionary Multi-Objective Resource Allocation and Scheduling in the Chinese Navigation Satellite System Project, European Journal of Operational Research, 2016, 251(2): 662-675.
12.Jian Xiong, Yingwu Chen. Resilience analysis for project scheduling with renewable resource constraint and uncertain activity durations. Journal of Industrial and Management Optimization, 12（2）：719-737, 2016.
9.Jian Xiong, Jing Liu , Ying-wu Chen, Hussein A. Abbass. A Knowledge-based Evolutionary Multi-objective Approach for Stochastic Extended Resource Investment Project Scheduling Problems, IEEE Transactions on Evolutionary Computation, 18(5): 742-763, 2014.
8.Jian Xiong, Li-ning Xing , Ying-wu Chen. Robust scheduling for multi-objective flexible job-shop problems with random machine breakdowns. International Journal of Production Economics, 2013, 141(1): 112–126.
7.Jian Xiong, Yingwu Chen, Kewei Yang, Jing Liu. A decision support model for multi-attribute group decision making using a multi-objective optimization. International Journal of Computational Intelligence System, 2013， 6 (2): 337-353.
6.Jian Xiong, Xu Tan, Ke-wei Yang, et al. Fuzzy Group Decision Making for Multiobjective Problems: Tradeoff between Consensus and Robustness, Journal of Applied Mathematics, 2013.
5.Jian Xiong, Ke-wei Yang, Jing Liu, Qing-song Zhao, Ying-wu Chen. A two-stage preference-based evolutionary multi-objective approach for capability planning problems, Knowledge-Based Systems, 2012（31）：128–139.
4.Jian Xiong, Ying-wu Chen, Ke-wei Yang, Qing-song Zhao, Li-ning Xing, A hybrid multi-objective genetic algorithm for robust resource-constrained project scheduling with stochastic durations, Mathematical Problems in Engineering, 2012.
3.Jian Xiong, Xu Tan, Ke-wei Yang, et al. A Hybrid Multiobjective Evolutionary Approach for Flexible Job-Shop Scheduling Problems, Mathematical Problems in Engineering, 2012.
2. Li-ning Xing,Ying-wu Chen,Peng Wang, Qing-song Zhao,Jian Xiong. A Knowledge-based Ant Colony Optimization for Flexible Job Shop Scheduling Problems. Applied Soft Computing, 2010, 10(3), pp. 888–896
1.熊健，邢立宁，陈英武. 基于改进遗传算法的一类多属性群决策方法. 控制与决策, 25(4), pp.: 632-646, 2010.
会议论文
2. Jian Xiong, Jing Liu, Yingwu Chen, Hussein A. Abbass. An evolutionary multi-objective scenario-based approach for Stochastic Resource Investment Project Scheduling, 2011 IEEE Congress on Evolutionary Computation, New Orleans, LA, USA, 05 Jun - 08 Jun, 2011.
1.Jian Xiong, Kamran Shafi, Hussein A. Abbass. Multi-Uncertainty Problems (MUP) with Applications to Managing Risk in Resource-Constrained Project Scheduling. 2012 IEEE Congress on Evolutionary Computation, Brisbane, Australia, 10 Jun - 15 Jun, 2012.
科研项目
纵向：
1. 国家自然科学基金面上项目，数据驱动的多目标协同优化与智能决策方法及其应用研究，2019/01-2022/12，主持。
2. 国家自然科学基金青年项目，动态环境下基于进化算法的复杂项目多目标规划研究，2016/01-2018/12，主持。
3. 国家自然科学基金重大项目（课题），互联网与大数据环境下高端装备制造创新研制任务集成管理，2017/01-2021/12，参研。
4. 国家自然科学基金重点项目，网络环境下社会管理的组织建模与计算实验方法研究，2014/01-2018/12， 参研。
5. 科技部重点研发计划，海上突发事件应急处置与搜救决策支持系统研发与应用，2017/07-2020/12，参研。
横向：
1. 基于区块链的军队网络安全侦查精准化研究，主持。
2. 航天壳段加工生产线单元重构与优化调度技术，首都航天机械有限公司，主持。
所获奖励和荣誉：
1. 三等功2次，2009年/2012年
2. XXXX体系能力需求分析与优化方法及应用研究，军队科技进步二等奖，2013
3. 项目整体规划中的调度模型及优化算法研究，国防科技大学优秀博士论文（2012）/全军优秀博士学位论文（提名）2014
4. 面向复杂优化问题的智能优化新机制和新方法，湖南省自然科学二等奖，2017
