师资队伍



熊健  

教授 博士生导师

Email:xiongjian2017@swufe.edu.cn



※教授简介

熊健,教授,博士生导师,四川省科技创新人才,澳大利亚新南威尔士大学国家公派联合培养博士。研究领域主要包括智能优化与决策、规划与调度和数据挖掘等。主持国家自然科学基金项目2项、企业服务项目4项,作为主研参与国家自科重大重点项目、科技部重点研发计划、国防预研项目等10余项,在IEEETPAMI、IEEETKDE、IEEE TEVC、IEEE Transactions on Cybernetics、EJOR、JPE等国际期刊发表论文 20 余篇,获全军优秀博士学位论文提名、军队科技进步二等奖、湖南省自然料学二等奖等奖项。承担《金融科技》、《大数据管理前沿》等课程教学。


部分代表性论文

22. 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)

21. 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.

20. 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.

19. 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.

18. 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)

17. 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.

16.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.

15. 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)

14.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.

13. 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.

12.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.

11. 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.

10.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.