• 王红

    管理科学系/助理教授

    办公室电话:0755-86931793

教师简介

科学研究

主讲课程

社会服务

媒体报道

研究领域

   研究方法:优化与决策、人工智能、特征选择、数据挖掘、特征提取等

   应用背景:客户关系管理、规划调度、金融工程与商务智能、图像处理、模式识别等。

 

工作经历

   2017. 03-至今,深圳大学,管理学院,管理科学与工程

   2016.09-2017.02,香港理工大学,工程学院,机械工程专业,Research Assistant

 

教育背景

   2006.09-2010.06,海南大学,信息学院,信息与计算科学,学士

   2010.09-2013.06,深圳大学,管理学院,管理科学与工程,硕士

   2013.09-2016.09,香港理工大学,工程学院,机械工程,博士

 

获奖情况

   最佳论文奖:中国管理科学学术年会论文《自适应全面学习细菌觅食算法及其在考虑时间窗的车辆路径规划中的应用》。

   优秀论文奖:国际群体智能大会论文《An Adaptive Comprehensive Learning Bacterial Foraging Optimization for Numerical Optimization》。

 

1.    Hong Wang(王红), XingJian Jing, Ben Niu. A Discrete Bacterial Algorithm for Feature Selection in Classification of Microarray Gene Expression Cancer. Knowledge-Based System, 126: 8-19, 2017. (JCR Q1IF=4.529引用1, Google Scholar)

2.    Hong Wang(王红), Ben Niu. A Novel Bacterial Algorithm with Randomness Control for Feature Selection in Classification. Neurocomputing, 228: 176186, 2017. (JCR Q1IF= 3.317引用2, Google Scholar)

3.    Hong Wang(王红), XingJian Jing. A Sensor Network based Virtual Beam-like Structure Method for Fault Diagnosis and Monitoring of Complex Structures with Improved Bacterial Optimization. Mechanical Systems and Signal Processing, 84, part A: 15-38, 2017. (JCR Q1IF= 4.116,引用2, Google Scholar)

4.    Hong Wang(王红), XingJian Jing. Vibration signal-based Fault Diagnosis in Complex StructuresA Beam-like Structure Approach. Structural Health Monitoring, 1-22, 2017. (JCR Q1IF= 3.536,引用1, Google Scholar)

5.   Hong Wang(王红), XingJian Jing. Fault Diagnosis of Sensor Networked Structures with Multiple Faults using a Virtual Beam based Approach. Journal of Sound and Computing, 399: 308-329, 2017. (JCR Q1IF=2.593)

6.   LiJing Tan, Hong Wang (王红,共同第一作者), Chen Yang., Ben Niu. A Multi-Objective Optimization Method Based on Discrete Bacterial Algorithm for Environmental/Economic Power Dispatch. Natural Computing. DOI 10.1007/s11047-017-9620-7, Mar 24, 2017. (JCR Q4IF=0.778 ,引用1, Google Scholar)

7.    Ben Niu, Hong Wang(王红), JingWen Wang, LiJing Tan. Multi-objective Bacterial Foraging Optimization. Neurocomputing, 116: 336-345, 2013 (JCR Q1IF= 3.317,引用48, Google Scholar)

8.    Lijing Tan, Fuyong Lin, Hong Wang(王红). Adaptive Comprehensive Learning Bacterial Foraging Optimization and Its Application on Vehicle Routing Problem with Time Windows. Neurocomputing, 1511208-1215, 2015. (JCR Q1IF= 3.317,引用27, Google Scholar)

9.    Ben Niu, JingWen Wang, Hong Wang(王红). Bacterial-inspired Algorithms for Solving Constrained Optimization Problems. Neurocomputing, 148: 54-62, 2015. (JCR Q1IF= 3.317,引用12, Google Scholar)

10.    Ben Niu, Hong Wang(王红), Qiqi Duan, Li Li. Biomimicry of Quorum Sensing Using Bacterial Lifecycle Model. BMC Bioinformatics. 14:S8, 2013. (JCR Q2IF=2.448,引用7, Google Scholar)

11.    Lijing Tan, Fuyong Lin, Hong Wang(王红). BFO Optimization Algorithms for Vehicle Routing Problem with Time Windows. Applied Mechanics & Materials, 543-547: 1884-1887, 2014

12.    Ben Niu, Hong Wang(王红). Bacterial Colony Optimization. Discrete Dynamics in Nature and Society, 1-28, 2012. (JCR Q4IF=0.711,引用78, Google Scholar)

13.    Ben Niu, Yurong Chen, Lijing Tan, Hong Wang(王红), Li Li. Discrete Artificial Bee Colony Algorithm for Low-Carbon Traveling Salesman Problem. Journal of Computational and Theoretical Nanoscience. 9(10): 1766-1771, 2012. (SCI权威期刊JCR Q3IF=1.666,引用3次,Google Scholar)

14.    Ben Niu, Yan Fan, Hong Wang(王红). Novel Bacterial Foraging Optimization with Time-varying Chemotaxis Step. International Journal of Artificial Intelligent, 7 (A11): 257-273, 2011.

15.    Hong Wang(王红), Jia Liu. An Improved Brain Storm Optimization with Learning Strategy, Advances in Swarm Intelligence, Online ISBN 978-3-319-61824-1, 2017 (EI)

16.    Hong Wang(王红), Lulu Zuo. A Comparison of Heuristic Algorithms for Bus Dispatch. Advances in Swarm Intelligence, Online ISBN: 978-3-319-61833-3, 2017 (EI)

17.    Hong Wang(王红), XingJian Jing. A Virtual Beam-Like Structure Approach for Fault Diagnosis of Complex Structures. Proceedings of the 35th Chinese Control Conference (CCC 2016). Chendu, China. 26-30 July, 6415-6420, 2016. (EI)

18.    Hong Wang(王红), XingJian Jing, Ben Niu. Bacterial-Inspired Feature Selection Algorithm and its Application in Fault Diagnosis of Complex Structures. Proceedings of 2016 IEEE World Congress on Computational Intelligence/IEEE Congress on Evolutionary Computation (WCCI 2016 /CEC2016). Vancouver, Canada. 24-29 July, 2016. (EI)

19.    Hong Wang(王红), Xingjing Jing, Ben Niu. A Weighted Bacterial Colony Optimization for Feature Selection. Proceedings of 2014 International Conference on Intelligent Computing (ICIC2014). Taiyuan, China, 3-6 August, 3: 379-389, 2014. (EI)

课程               教学对象  

管理信息系统        本科生

系统安全与网上支付  本科生  

商务智能            硕士生