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徐厚宝

  • 职称：副高级
  • 所属院系：数学与统计学院  
  • 成果数量：31条，属于本单位的个人成果31条

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[中文期刊] 卡尔曼滤波优化的高斯过程回归模型 CA 剑桥 核

作者： 徐厚宝，杨承莲，张永康 （北京理工大学数学与统计学院）

出处： 北京理工大学学报 2024 第44卷 第5期 P538-545

关键词： 高斯过程回归；卡尔曼滤波；数据融合；优化模型

摘要： 为解决单个高斯过程回归无法对来自多个信息源的数据进行整体建模的问题，提出了卡尔曼滤波优化的 高 斯 过 程 回 归 模 型（Gaussian process regression model based on Kalman filtering，KF-GPR）.该 模 型 首 先 根 据 多 个 传 ...

[外文期刊] Optimization Model of Gaussian Process Regression Based on Kalman Filtering EI

作者： Xu, Houbao1; Yang, Chenglian1; Zhang, Yongkang1 （1School of Mathematics and Statistics, Beijing Institute of Technology, Beijing; 100081, China）

出处： Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology 2024 Vol.44 No.5 P538-545

[中文会议论文] Prediction of Anti-breast Cancer Drugs Activity Based on Bayesian Optimization Random Forest

作者： Yiran Zhao，Houbao Xu （Beijing Institute of Technology）

出处： 第42届中国控制会议 2023

会议录： 第42届中国控制会议

关键词： Bayesian Optimization；Random Forest Regression；Anti-breast Cancer Drugs；Activity Prediction

摘要： Anti-breast cancer drugs can inhibit the over-expression of estrogen receptor alpha（ERα）,which is closely linked to the development of breast cancer.A ...

[外文会议论文] Prediction of Anti-Breast Cancer Drugs Activity Based on Bayesian Optimization Random Forest EI

作者： Zhao, Yiran1; Xu, Houbao1

出处： 42nd Chinese Control Conference, CCC 2023 Tianjin, China 2023

会议录： Vol.2023-July 3471-3475

[外文会议论文] A TEMPORAL CONTINUITY CLUSTERING ALGORITHM FOR SPATIAL-TEMPORAL DATA BASED ON GMM AND KNN EI

作者： Wang, Jing1; Wang, Fengmin2; Zhao, Yiran1; Xu, Houbao1

出处： 13th International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, QR2MSE 2023 Kunming, China 2023

会议录： Vol.2023 No.9 685-689

[中文期刊] 基于粒子群优化灰色马尔可夫模型及其应用 核 源

作者： 杨承莲，徐厚宝 （北京理工大学数学与统计学院）

出处： 数学的实践与认识 2023 第53卷 第9期 P267-276

关键词： 灰色预测；马尔可夫模型；粒子群优化算法；缝宽预测

摘要： 针对具有波动变化的短时间序列,基于灰色理论、马尔可夫理论以及粒子群优化算法,构建了粒子群优化的灰色马尔可夫预测模型.该模型在将马尔可夫链融入灰色预测过程以适应数据波动的基础上,采用粒子群算法优化了马尔可夫预测区间的白化系数,实现了对组合模型预测值的二次修正,从而为波动较大的短时间序列的预测提供了方法 ...

[外文期刊] Reliability acceptance sampling plan for degraded products subject to Wiener process with unit heterogeneity SCIE EI

作者： Zheng, Huiling1; Yang, Jun1; Xu, Houbao2; Zhao, Yu1 （1School of Reliability and Systems Engineering, Beihang University, Beijing, China;2Department of Mathematics and Statistics, Beijing Institute of Technology, Beijing, China）

出处： Reliability Engineering and System Safety 2023

[外文期刊] A TEMPORAL CONTINUITY CLUSTERING ALGORITHM FOR SPATIAL-TEMPORAL DATA BASED ON GMM AND KNN

作者： Wang, Jing1;Wang, Fengmin2;Zhao, Yiran1;Xu, Houbao1;CAa （1School of Mathematics and Statistics, Beijing Institute of Technology, Beijing, China;2Beijing Jinghang Research Institute of Computing and Communication, Beijing, China）

出处： IET Conference Proceedings 2023 Vol.2023 No.9 P685-689

关键词： CLUSTERING;GMM;KNN;SPATIAL-TEMPORAL DATA;TEMPORAL CONTINUITY

摘要： With the development of technology and the further exploration of space, the acquisition of numerous spatial-temporal data has become possible. How to ...

[中文期刊] 贯彻北京理工大学精神,创新课程群实践 ——公共数学课程群思政建设 核

作者： 闫志忠，徐厚宝 （北京理工大学数学与统计学院）

出处： 大学数学 2023 第2期

关键词： 思政；公共数学课程群； 北理工精神

摘要： 围绕“北京理工大学精神”构建数学公共课程群思政建设,挖掘了数学分析、线性代数、概率论与数理统计的思政元素,为学生践行北理工精神,成为 “胸怀壮志、明德精工、创新包容、时代担当”的领军领导人才奠定基础,并在实践中证明了公共数学课程群思政教学改革确实取得了良好的效果.

[外文期刊] Reliability analysis based on the Wiener process integrated with historical degradation data SCIE EI

作者： Kang, Wenda1;Tian, Yubin1;Xu, Houbao1;Wang, Dianpeng1;Zheng, Huiling2;Zhang, Ming3;Mu, Hao3; （1 Beijing Inst Technol, Sch Math & Stat, Beijing, Peoples R China. ;2 Beihang Univ, Sch Reliabil & Syst Engn, Beijing, Peoples R China. ;3 Beijing Inst Spacecraft Syst Engn, Beijing, Peoples R China.）

出处： QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL 2023

关键词： MODELS

摘要： For high-reliability and long-life electronic devices, reliability analyses based on degradation data with small sample sizes are an outstanding quest ...

徐厚宝副高级简介

Educational Background

　　2002-2005 Ph.D. in Distributed Parameter System,Beijing Institute of Information and Control, China Aerospace Science and Technology Corporation.

　　1999-2002 M.S in Functional Analysis, Department of Mathematics and Computer Science, Guangxi Normal University.

　　1995-1999 B.S in Mathematics, Department of Mathematics, Nanjing Normal University (Branch Campus in ZhenJiang City).

Working Experience

2005.7- Present: working in School of Mathematics and Statistics, Beijing Institute of Technology.

Teachings

2005.7- Present: Teaching in School of Mathematics and Statistics, Beijing Institute of Technology.

Publications

[1] Houbao Xu and Weihua Guo. Asymptotic stability of a parallel repairable system with warm standby. International Journal of Systems Science. 2004, 35(12): 685-692.

[2] Houbao XU, Jingyuan YU and Guangtian ZHU. Asymptotic property of a reparable multi-state device. Quarterly of Applied Mathematics. 2005, LXIII(4): 779-789.

[3]. Helong Liu, Houbao Xu, Jingyuan Yu, Guangtian Zhu. Stability results on age-structured SIS epidemic model with coupling impulsive effect. Journal: Discrete Dynamics in Nature and Society. 2006, Paper ID 83489, 1–11.

[4] Helong Liu, Houbao Xu, Jingyuan Yu, Guangtian Zhu. Global asymptotic stability for the SIV epidemic with impulsive vaccination and infection age. Journal of Biological Systems. 2006, (1): 43-51.

[5]. Xu Houbao. Stability analysis of a k-out-of-N:G reparable system. ANZIAM J. 2006, 48(3), 271-284.

[6]. Hu Weiwei, Xu Houbao. Exponential stability of a reparable multi-state device. Journal of System Science and Complexity. 2007, (20):437-443.

[7] Houbao XU, Weiwei HU. Availability of optimisation of repairable system with preventive maintenance policy. International Journal of Systems Science. 2008, 39(6): 655-664.

[8] Houbao Xu, Modelling and well-posed analysis for software system with rejuvenation, Mathematical and Computer Modelling of Dynamical Systems,17(6), pp 583-600, 2011.

[9] Guo Lina, Xu Houbao, Gao Cao, and Zhu Guangtian, Stability analysis of a new kind n-unit series repairable system. Applied Mathematical Modelling, 35, pp 202-217, 2011.

[10] Guo, Lina, Xu, Houbao、Gao, Chao、Zhu, Guangtian, Further research of a new kind of series repairable system, Journal of Systems Science and Complexity, 25(4), pp 744-758, 2012.

[11] Houbao Xu, Weiwei Hu, Analysis and approximation of a reliable model, Applied Mathematical Modelling, 37, pp 3777-3788, 2013. 

[12] Houbao Xu, Weiwei Hu,  Numerical Analysis of a Reparable Multi-State Device, 2013 9th Asian Control Conference, Istanbul, Turkey, June 23-26, 2013.

[13] Houbao Xu, Weiwei Hu, Modelling and analysis of repairable systems with preventive  maintenance, Applied Mathematics and Computation, 224, pp 46-53, 2013.

[14] Wang Zhixia, He Xu, Meng Yanxing, Xu Houbao Steady availability optimisation of repairable system with preventive maintenance policy. 2013 25th Chinese Control and Decision Conference (CCDC),  GuiYang, China, pp. 2924-2929, May 25 - May 27, 2013. 2013.

[15] J. Wang, X. Cai, Y. B. Tian, H. B. Xu and  L. Ren Reliability analysis for VDMOS under 150 centigrade.  International Conference on Quality, Reliability, Risk, Maintenance and Safety Engineering (QR2MSE), DaLian, China. pp.617-624. July 22- July 25. 2014.

[16] Houbao Xu, Availability analysis for software system with intrusion tolerance, Applied Mathematics and Computation, 252, pp 64-76, 2015

[17] Fan Ruo-nan XU Houbao and Tian Jia-yan. Instantaneous Reliability Index of a Typical Repairable System. Journal of Donghua University(English Edition) 32(6), pp. 1038-1041, 2015

Visiting Positions

Visiting Scholar, Virginia Technology, USA (2010-2011)

Research Projects

Distributed Parameter system;  System Reliability.

Awards, Honors and Recognitions

Graduate Students

  1. Wang hu (王虎)
  2. Li Zhihui (李智慧)
  3. Zhang Xiuting (张秀婷)
  4. Wang Zhixia (王志霞)
  5. Meng Yanxing (孟艳星)
  6. Fan Ruonan (范若楠)
  7. Wang Jun (王骏)
  8. Tian Jiayan (田佳艳)
  9. Liu Shuo (刘硕)
  10. Zhu Yuanzheng (朱远征)
  11. Li Pengfei (李鹏飞)
  12. Wang Ting (王亭)
  13. Li Lengzhe (李凌泽)
  14. Chen He (陈贺)

Conference Talks and Invited Presentations

1. Asymptotic stability of software systems with rejuvenation policy. Proceeding of the 26th CCC’07, Zhangjiajie, China, July, 26-31, 2007.

2. Stability of a general repariable human-machine system. The IEEE International Conference on Industrial Engineering and Engineering Management. Singapore, December, 2008.

3. Stability analysis and calculation for repairable systems. Academic Conference on mathematical control theory and application for Young Scholars, Shanghai, China, July, 2012.

4. Steady availability optimization of repairable system with preventive maintenance policy. International Conference on Analytic Mathematics and its Applications (ICAMA2013), Tianjing, China, August 1 -4, 2013.

5. Numerical Analysis of a Reparable Multi-State Device. 9th Asian Control Conference (ASCC). Istanbul, Turkey, June 23-26, 2013.

6. Instantaneous Reliability Index of A Typical Repairable System . Proceedings of 2015 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, Beijing, China, July 21-24, 2015.

7. Approximating Method for Instantaneous Indexes of a Repairable System 8th International Congress on Industrial and Applied Mathemat, Beijing, China, August 10 - 14, 2015

8. Reliability analysis for Explosive Gap Null Gate. 7th Mathematics and National Defense Technology Conference. Guiyang, China, July 29 - August 2, 2016.

Conference Organization

Grants & Scholarships Assessor

Grant Number: NSFC 10826045 (2008.1-2008.12).

Title: Functional Analysis in Studying Software System with Rejuvenation Policy ()

Grant Number: NSFC 11001013(2011.01 – 2013.12)

Title: Deterministic Theory in Analyzing the Reliability and Stability of Repairable Systems

Grant Number: U1430125 (2015.01 – 2017.12)

Title:Functional Reliability Study on the Explosive Gap Null Gate.

International Refereed Journals

European Journal of Applied Mathematics;

Applied Mathematics and Computation;

Reliability Engineering & System Safety

International Refereed Proceedings

Chinese Control Conference

Asian control conference