百晓学者学者目录

马义中

南京理工大学经济管理学院

个人简介

马义中，南京理工大学经济管理学院教授，研究方向为非线性科学与系统科学、数学、计算机软件及计算机应用；长期从事质量管理与质量工程研究，代表性工作包括随机Kriging模型在Pareto前沿估计与在线质量设计中的应用、基于主动学习与非均衡序贯设计的质量因子筛选、代理模型协调优化、考虑相关输入变量的Sobol'指数计算、威布尔更新过程的贝叶斯统计控制等。

精选作品

期刊论文

  1. Haoyuan Shen, Enrico Zio, Jiawei Xiong, Yizhong Ma (2026). A feature bank self-constructed strategy for zero-shot surface texture anomaly detection. Reliability Engineering & System Safety, Vol. 270.DOI
  2. Haoyuan Shen, Enrico Zio, Jiawei Xiong, Yizhong Ma (2026). GlobalCLIP: Zero-shot manufacturing anomaly detection with adaptive self-cyclic emsemble learning. Expert Systems With Applications, Vol. 298.DOI
  3. Yushuai Che, Yizhong Ma, Hui Chen, Yan Ma (2026). Multi-fidelity Kriging structural reliability analysis with the fusion of non-hierarchical low-fidelity models. Reliability Engineering & System Safety, Vol. 266.DOI
  4. 杜晨，林成龙，石雨葳，马义中（2026）. 基于主动学习随机Kriging模型的在线质量设计方法. 《中国管理科学》.DOI
  5. 刘丽君，欧阳林寒，马义中，吴锋（2026）. 考虑偏差修正的Bootstrap假设检验及大规模关键质量因子筛选研究. 《管理科学学报》, Vol. 29, No. 4.下载原文
  6. 韦保磊，刘宁，马义中（2026）. 灰色关联分析的泛函拓展及其在火炮身管性能评估中的应用. 《控制与决策》.
  7. Hui Chen, Yupeng Sun, Yizhong Ma (2026). A two-stage multi-fidelity Bayesian optimization framework with landscape-aware initialization and dual-adaptive sampling. Applied Soft Computing.DOI
  8. Yuwei Shi, Chenglong Lin, Mingyu Lee, Jingyuan Shen, Ikjin Lee, Yizhong Ma (2026). An efficient reliability-based design optimization approach based on probability quantile estimation and structural constraint integration. Computers & Industrial Engineering.DOI
  9. Yuwei Shi, I.K. Lee, Weifei Hu, Liangqi Wan, Yizhong Ma (2026). Efficient time-variant reliability analysis through parallel adaptive Gaussian process modeling based on look-ahead sampling strategy. Reliability Engineering & System Safety.DOI
  10. Yushuai Che, Linhan Ouyang, Yizhong Ma, Yan Ma (2026). An efficient adaptive multi-fidelity ensemble of surrogates method for structural reliability analysis. Reliability Engineering & System Safety.DOI
  11. Liangliang Zhuang, Yizhong Ma, Guanqi Fang, Ancha Xu (2026). Modeling two-scale degradation with heterogeneity: A unified random-effects inverse Gaussian framework. IISE Transactions.DOI
  12. Jingyuan Shen, Rui Zheng, Xiaozheng Zhu, Yizhong Ma (2025). Reliability analysis for multi-component systems with self-healing states and unobservable downtime. Quality Technology And Quantitative Management.DOI
  13. Chunfeng Ding, Jianjun Wang, Suying Zhang, Shijuan Yang, Yizhong Ma (2025). A novel active learning stochastic Kriging metamodel for improving reliability and stability of additive manufacturing processes. Reliability Engineering & System Safety, Vol. 260.DOI
  14. Suying Zhang, Xuelong Hu, Cuihong Zhai, Jianjun Wang, Yizhong Ma (2025). Monitoring right censored Weibull distributed lifetime with weighted adaptive CUSUM charts based on dynamic probability limits. Expert Systems With Applications, Vol. 272.DOI
  15. 刘丽君，马义中，龚本刚，吴锋，唐丽娜（2025）. 基于非均衡序贯设计的大规模关键质量因子筛选研究. 《中国管理科学》, Vol. 33, No. 2.下载原文
  16. 石雨葳，马义中，林成龙（2025）. 面向质量设计的代理模型协调优化方法. 《系统工程学报》.DOI
  17. 杜晨，林成龙，马义中，石雨葳（2025）. 基于Bayesian期望改进控制和Kriging模型的并行代理优化方法. 《计算机集成制造系统》.
  18. 马义中（2025）. 现代质量工程.
  19. 乔佩蕊，马义中，沈静远，马宝玉（2025）. 具有两类故障的可修产品更新质保策略优化——考虑维修限制与可用度. 《工业工程与管理》.DOI
  20. Yushuai Che, Linhan Ouyang, Yizhong Ma, Yan Ma, Yan Ma, Yan Ma (2025). A two-stage active learning Kriging method based on portfolio allocation and importance sampling for structural reliability analysis. Structural and Multidisciplinary Optimization.DOI
  21. Lei Zhang, Xavier Brusset, Yizhong Ma, Fengxia Zhang, Peirui Qiao (2024). Resilience of interdependent supply chain networks design and protection under the ripple effect. International Journal Of Production Research, Vol. 620, No. 24.DOI
  22. Peirui Qiao, Yizhong Ma, Ming Luo, Jingyuan Shen, Hanting Zhou (2024). Reliability modeling and warranty optimization for products with self-healing under a dynamic shock environment. Reliability Engineering & System Safety, Vol. 249.DOI
  23. Fengxia Zhang, Haitao Liao, Jingyuan Shen, Yizhong Ma (2024). Optimal maintenance over a finite time horizon for a system under imperfect inspection and dynamic working environment. Reliability Engineering & System Safety, Vol. 246.DOI
  24. Yuwei Shi, Chenglong Lin, Yizhong Ma, Jingyuan Shen (2024). Active learning Kriging-based multi-objective modeling and optimization for system reliability-based robust design. Reliability Engineering & System Safety, Vol. 245.DOI
  25. 谢恩，马义中，刘丽君，张凤霞（2024）. 基于稳健统计量的Morris因子筛选方法. 《运筹与管理》, Vol. 33, No. 6.下载原文
  26. 韩云霞，马义中，欧阳林寒，徐静，姚冠新（2024）. 高质量低成本视角下的参数和容差整合设计. 《中国管理科学》, Vol. 32, No. 8.下载原文
  27. 张延静，孟晓华，马义中，欧阳林寒（2024）. 基于隐藏故障和竞争失效的多态系统视情维修策略. 《数理统计与管理》, Vol. 43, No. 1.下载原文
  28. 林成龙，马义中，肖甜丽（2024）. 基于广义改进分解策略的多目标代理优化方法. 《控制与决策》.DOI
  29. Tao Huang, Yuwei Shi, MA Yi-zhong, Chenglong Lin (2024). A Scaled Prediction Information Product Criterion for Bayesian Optimization. International Conference on Data-driven Optimization of Complex Systems (DOCS).DOI
  30. Chen Du, Yizhong Ma, Yuwei Shi, Chenglong Lin (2024). An Extended Expected Improvement Matrix Criterion for Expensive Multi-Objective Optimization. International Conference on Computer Science and Blockchain (CCSB).DOI
  31. Jingyuan Shen, Jiahui Xu, Yao Duan, Fengxia Zhang, Yizhong Ma (2024). Reliability modelling for systems degrading in Markovian environments with protective auxiliary components. Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability.DOI
  32. Haoyuan Shen, Chenglong Lin, Yizhong Ma, En Xie (2024). Ensemble Deep Learning Classification Method Based on Generative Adversarial Networks. International Conference on Computer and Automation Engineering.DOI
  33. Haoyuan Shen, Baolei Wei, Yizhong Ma (2024). Unsupervised anomaly detection for manufacturing product images by significant feature space distance measurement. Mechanical Systems and Signal Processing.DOI
  34. Hui Chen, Linhan Ouyang, Lijun Liu, Yizhong Ma (2024). A multi-fidelity surrogate modeling method in the presence of non-hierarchical low-fidelity data. Aerospace Science and Technology.DOI
  35. Jingyuan Shen, Shangshang Cong, Nan Zhang, Yizhong Ma (2023). Reliability modelling and self-healing policy design for systems with limited resources. Reliability Engineering & System Safety, Vol. 240.DOI
  36. Zebiao Feng, Jianjun Wang, Yizhong Ma, Xiaojian Zhou (2023). Robust optimization with uncertainty using a stochastic multivariate Gaussian process model. Engineering Optimization, Vol. 550, No. 11.DOI
  37. Tianli Xiao, Chanseok Park, Chenglong Lin, Linhan Ouyang, Yizhong Ma (2023). Hybrid reliability analysis with incomplete interval data based on adaptive Kriging. Reliability Engineering & System Safety, Vol. 237.DOI
  38. Jiawei Xiong, Jian Zhou, Yizhong Ma, Fengxia Zhang, Chenglong Lin (2023). Adaptive deep learning-based remaining useful life prediction framework for systems with multiple failure patterns. Reliability Engineering & System Safety, Vol. 235.DOI
  39. Peirui Qiao, Ming Luo, Yizhong Ma, Abdul Jabbar (2023). Optimal warranty option and post-warranty maintenance strategy under a warranty menu: from a consumer perspective. International Journal Of Production Research.DOI
  40. Linhan Ouyang, Mei Han, Yizhong Ma, Min Wang, Chanseok Park (2023). Simulation optimization using stochastic kriging with robust statistics. Journal Of The Operational Research Society, Vol. 740, No. 30.DOI
  41. Haoyuan Shen, Yizhong Ma, Chenglong Lin, Jian Zhou, Lijun Liu (2023). Hierarchical Bayesian support vector regression with model parameter calibration for reliability modeling and prediction. Reliability Engineering & System Safety, Vol. 229.DOI
  42. 翟翠红，汪建均，马义中，冯泽彪，杨世娟（2023）. 基于高斯过程模型的时空响应稳健参数设计. 《系统工程理论与实践》, Vol. 43, No. 2.下载原文
  43. 肖甜丽，马义中，林成龙（2023）. 基于两阶段局部抽样策略的结构可靠性分析. 《运筹与管理》, Vol. 32, No. 8.下载原文
  44. 彭行坤，马义中，林成龙（2023）. 偏最小二乘Kriging模型辅助的高效全局优化方法. 《计算机集成制造系统》.DOI
  45. 蒋兆，马义中（2023）. 基于无监督迁移成分分析和支持向量机的故障分类方法. 《计算机集成制造系统》.DOI
  46. 马义中（2023）. 试验设计分析与改进. 《科学出版社》.
  47. 林成龙，马义中，肖甜丽，熊佳玮（2023）. 数据驱动的贝叶斯SVR自适应建模及昂贵约束多目标代理优化. 《控制与决策》.DOI
  48. Chenglong Lin, Tianli Xiao, Yizhong Ma, Chen Du (2023). Predicted Improvement Aggregation Adjustment Search for Parallel Multi-Objective Bayesian Optimization*. International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI).DOI
  49. Zebiao Feng, Jianjun Wang, Xiaojian Zhou, Cuihong Zhai, Yizhong Ma (2023). Robust optimization for functional multiresponse in 3D printing process. Simulation Modelling Practice and Theory.DOI
  50. Yuwei Shi, Yizhong Ma, Chenglong Lin, Tianli Xiao (2023). A Novel Robust Design Method Based on the Coordinated Mechanism of Surrogate Models. International Conference on Computer, Control and Robotics (ICCCR).DOI
  51. En Xie, Chanseok Park, Lijun Liu, Jian Lan Zhou, Yizhong Ma (2023). Improving the efficiency and efficacy of robust sequential bifurcation under data contamination. Communications in Statistics - Simulation and Computation.DOI
  52. Peirui Qiao, Ming Luo, Yizhong Ma (2023). Optimal Repair Time Limit and Replacement Age for a System with Multiple Types of Failures. Mechanisms and machine science.DOI
  53. ZHAI Cuihong, WANG Jianjun, Yizhong Ma, FENG Zebiao, REN Xiaolei, DING Chunfeng (2023). Parameter Optimization Design Considering the Stability of the Fused Deposition Modeling Process. Journal of Mechanical Engineering.DOI
  54. Zhao Jiang, Jian Zhou, Yizhong Ma (2022). Fault diagnosis for rolling bearing based on parameter transfer Bayesian network. Quality And Reliability Engineering International, Vol. 380, No. 80.DOI
  55. Tianli Xiao, Chanseok Park, Linhan Ouyang, Yizhong Ma (2022). An active learning Bayesian ensemble surrogate model for structural reliability analysis. Quality And Reliability Engineering International, Vol. 380, No. 70.DOI
  56. Juan Wang, Jai-Hyun Byun, Yizhong Ma (2022). Analysis and optimization of split-plot operating window experiments: Methodology and application. Quality And Reliability Engineering International, Vol. 380, No. 30.DOI
  57. Yunxia Han, Yiliu Tu, Linhan Ouyang, Jianjun Wang, Yizhong Ma (2022). Economic quality design under model uncertainty in micro-drilling manufacturing process. International Journal Of Production Research, Vol. 600, No. 3.DOI
  58. 王娟，马义中（2022）. 考虑相关输入变量的Sobol'指数计算方法和应用. 《系统工程理论与实践》, Vol. 42, No. 3.下载原文
  59. 彭行坤，林成龙，马义中（2022）. 权期望填充准则作用下的Kriging自适应建模及全局优化算法. 《计算机集成制造系统》.
  60. 林成龙，马义中，刘丽君，肖甜丽（2022）. 基于双重权约束期望改进策略的多目标并行代理优化方法. 《控制与决策》.DOI
  61. 谢恩，马义中，刘丽君，林成龙（2022）. 数据污染情形下的全局灵敏度分析. 《计算机集成制造系统》.DOI
  62. Lei Zhang, Jian Zhou, David W. Coit, Yizhong Ma (2022). Resilience Modeling of Interdependent Supply Chain Networks with Company Collaboration Against Ripple Effects. International Conference on System Reliability and Safety Engineering (SRSE).DOI
  63. Lei Zhang, Jian Zhou, Yizhong Ma, Lijuan Shen (2022). Sequential Topology Attack of Supply Chain Networks Based on Reinforcement Learning. International Conference on Cyber-Physical Social Intelligence (ICCSI).DOI
  64. Hui Chen, Linhan Ouyang, Lijun Liu, Yizhong Ma (2022). Sequential design of multi-fidelity computer experiments with effect sparsity. Statistical Papers.DOI
  65. Jiawei Xiong, Jiaqi Tian, Jian Zhou, Yizhong Ma (2022). Non-parametric Multi Self-Attention Temporal Convolutional Network for Probabilistic Remaining Useful Life Prediction. Global Reliability and Prognostics and Health Management (PHM).DOI
  66. Fengxia Zhang, Haitao Liao, Jingyuan Shen, Yizhong Ma (2022). Optimal Maintenance of a System With Multiple Deteriorating Components Served by Dedicated Teams. IEEE Transactions on Reliability.DOI
  67. Zebiao Feng, Jianjun Wang, Yizhong Ma, Xiaojian Zhou (2022). Multi-response robust optimization using GP model with variance calibration. Computers & Industrial Engineering.DOI
  68. Lijun Liu, Jai‐Hyun Byun, Chanseok Park, Yizhong Ma (2022). Modified sequential bifurcation for simulation factor screening under skew-normal response model. Computers & Industrial Engineering.DOI
  69. Peirui Qiao, Jingyuan Shen, Fengxia Zhang, Yizhong Ma (2022). Optimal warranty policy for repairable products with a three-dimensional renewable combination warranty. Computers & Industrial Engineering.DOI
  70. Fengxia Zhang, Yizhong Ma, Jingyuan Shen, En Xie (2022). Optimal Preventive Maintenance Policy Considering Imperfect Inspection and Limiting the Number of Minimal Repairs for Degradation System. Journal of Mechanical Engineering.DOI
  71. Zebiao Feng, Jianjun Wang, Yizhong Ma, Guikang Yang (2021). Life-cycle reliability-based robust design optimization for GP model with response uncertainty. Quality And Reliability Engineering International, Vol. 370, No. 60.DOI
  72. Zebiao Feng, Jianjun Wang, Yan Ma, Yizhong Ma (2021). Integrated parameter and tolerance design based on a multivariate Gaussian process model. Engineering Optimization, Vol. 530, No. 8.DOI
  73. Linhan Ouyang, Chanseok Park, Yan Ma, Yizhong Ma, Min Wang (2021). Bayesian hierarchical modelling for process optimisation. International Journal Of Production Research, Vol. 590, No. 15.DOI
  74. Lina Tang, Taho Yang, Yiliu Tu, Yizhong Ma (2021). Supply chain information sharing under consideration of bullwhip effect and system robustness. Flexible Services And Manufacturing Journal, Vol. 330, No. 2.DOI
  75. Zebiao Feng, Jianjun Wang, Yizhong Ma, Yiliu Tu (2021). Robust parameter design based on Gaussian process with model uncertainty. International Journal Of Production Research, Vol. 590, No. 9.DOI
  76. Jingyuan Shen, Yanjing Zhang, Yizhong Ma, Cong Lin (2021). A novel opportunistic maintenance strategy for systems with dependent main and auxiliary components. Ima Journal Of Management Mathematics, Vol. 320, No. 10.DOI
  77. Fengxia Zhang, Jingyuan Shen, Haitao Liao, Yizhong Ma (2021). Optimal preventive maintenance policy for a system subject to two-phase imperfect inspections. Reliability Engineering & System Safety, Vol. 205.DOI
  78. 林成龙，马义中，肖甜丽（2021）. 基于均值改进控制策略的昂贵约束并行代理优化算法. 《控制理论与应用》.
  79. 曹程明，马义中（2021）. 基于贝叶斯估计的威布尔更新过程统计控制. 《系统工程学报》.DOI
  80. 杨世娟，汪建均，马义中，马妍，翟翠红（2021）. 定时删失数据下的双响应曲面建模与优化. 《系统工程理论与实践》, Vol. 41, No. 9.下载原文
  81. 张延静，马义中，沈静远，刘丽君，孟晓华（2021）. 具有隐藏故障的多状态竞争失效系统检测策略研究. 《中国管理科学》, Vol. 29, No. 12.下载原文
  82. 林成龙，马义中，肖甜丽，刘丽君（2021）. 基于PLS方法和Kriging模型的多目标有效全局优化方法及应用. 《系统工程理论与实践》, Vol. 41, No. 7.下载原文
  83. 马义中（2021）. 复杂产品的质量控制理论与方法. 《科学出版社》.
  84. 张流洋，马义中，汪建均，任鸣鸣（2021）. 权衡产品质量损失的相关多响应稳健参数设计与优化. 《数理统计与管理》, Vol. 40, No. 5.下载原文
  85. 刘丽君，马义中，欧阳林寒（2021）. 高效的因子分类筛选方法及仿真应用. 《系统管理学报》, Vol. 30, No. 1.下载原文
  86. 乐春宇，马义中（2021）. 基于Kriging模型的自适应多阶段并行代理优化算法. 《计算机集成制造系统》.DOI
  87. 肖甜丽，马义中，林成龙（2021）. 面向质量设计的Kriging组合建模技术. 《计算机集成制造系统》.DOI
  88. 肖甜丽，马义中，林成龙（2021）. 基于组合建模技术的串行多阶段参数优化. 《工业工程与管理》.DOI
  89. 张流洋，马义中，汪建均，任鸣鸣（2021）. 面向产品质量改进的动态多响应系统相关关系特征分析与建模研究. 《工业工程与管理》.DOI
  90. En Xie, Yizhong Ma, Linhan Ouyang, Chanseok Park (2021). On the Subrange and Its Application to the R-Chart. Applied Sciences.DOI
  91. Kexin Pang, Jian Zhou, Stamatis Tsianikas, Yizhong Ma (2021). Deep Reinforcement Learning Based Microgrid Expansion Planning with Battery Degradation and Resilience Enhancement. International Conference on System Reliability and Safety Engineering (SRSE).DOI
  92. Xiutian Shi, Shuning Yao, Yizhong Ma (2021). When and How Should Cross-Border Platforms Manage Blockchain Technology in the Presence of Purchasing Agents? Asia Pacific Journal of Operational Research.DOI
  93. Yanjing Zhang, Jingyuan Shen, Yizhong Ma (2021). An optimal preventive maintenance policy for a two-stage competing-risk system with hidden failures. Computers & Industrial Engineering.DOI
  94. Ying Yang, Lina Tang, Yizhong Ma (2021). Robust parameter design of inventory policy considering the risk preference of decision makers. IOP Conference Series Materials Science and Engineering.DOI
  95. Jingyuan Shen, Jiawen Hu, Yizhong Ma (2020). Two preventive replacement strategies for systems with protective auxiliary parts subject to degradation and economic dependence. Reliability Engineering & System Safety, Vol. 204.DOI
  96. Yunxia Han, Yizhong Ma, Linhan Ouyang, Jianjun Wang, Yiliu Tu (2020). Integrated multiresponse parameter and tolerance design with model parameter uncertainty. Quality And Reliability Engineering International, Vol. 360, No. 10.DOI
  97. Fengxia Zhang, Jingyuan Shen, Yizhong Ma (2020). Optimal maintenance policy considering imperfect repairs and non-constant probabilities of inspection errors. Reliability Engineering & System Safety, Vol. 193.DOI
  98. 冯泽彪，汪建均，马义中（2020）. 基于多变量高斯过程模型的贝叶斯建模与稳健参数设计. 《系统工程理论与实践》, Vol. 40, No. 3.下载原文
  99. 汪建均，屠雅楠，马义中（2020）. 结合SUR与因子效应原则的多响应质量设计. 《管理科学学报》, Vol. 23, No. 12.下载原文
  100. 张建侠，马义中，欧阳林寒，汪建均（2020）. 基于Kriging模型的多点加点准则和并行代理优化算法. 《系统工程理论与实践》, Vol. 40, No. 1.下载原文
  101. 刘丽君，马义中，欧阳林寒，张延静（2020）. 数据污染对于序贯分支方法的影响及应对策略. 《系统工程理论与实践》, Vol. 40, No. 5.下载原文
  102. 林成龙，马义中，刘丽君（2020）. 基于偏最小二乘变换与Kriging模型的全局优化方法. 《数学的实践与认识》.DOI
  103. 曹程明，马义中（2020）. 基于高质量过程的WMedian-EWMA控制图的统计设计及应用. 《数学的实践与认识》.DOI
  104. 蒋兆，马义中（2020）. 基于多核函数最小二乘支持向量机的控制图模式识别方法. 《工业工程与管理》.DOI
  105. 曹程明，马义中（2020）. 基于高质量过程的指数分布中位数控制图的统计设计. 《计算机集成制造系统》.DOI
  106. 刘丽君，马义中，欧阳林寒（2020）. 基于多重序贯分支的因子高效分类筛选方法及应用. 《系统管理学报》, Vol. 29, No. 2.下载原文
  107. 张流洋，马义中，任鸣鸣，李俊华（2020）. 基于均方根误差建模的多响应稳健参数设计. 《统计与决策》, No. 6.下载原文
  108. 王娟，马义中（2020）. 基于多项式混沌拓展模型和bootstrap的结构可靠性分析方法. 《数理统计与管理》, Vol. 39, No. 1.下载原文
  109. Shijuan Yang, Jianjun Wang, Yizhong Ma, Yiliu Tu (2020). Multi-response online parameter design based on Bayesian vector autoregression model. Computers & Industrial Engineering.DOI
  110. Jianjun Wang, Yizhong Ma, Linhan Ouyang, Yiliu Tu (2020). Bayesian modeling and optimization for multi-response surfaces. Computers & Industrial Engineering.DOI
  111. Jingyuan Shen, Lirong Cui, Yizhong Ma (2019). Availability and optimal maintenance policy for systems degrading in dynamic environments. European Journal Of Operational Research, Vol. 276, No. 1.DOI
  112. 汪建均，屠雅楠，马义中（2019）. 多响应三水平部分因子试验设计的建模与优化. 《系统工程理论与实践》, Vol. 39, No. 11.下载原文
  113. 韩云霞，马义中，欧阳林寒，汪建均，顾晓光（2019）. 模型参数不确定的多响应参数和容差并行设计. 《系统工程与电子技术》.
  114. 吴锋，马义中，汪建均（2019）. 基于在线调整策略的稳健参数设计. 《计算机集成制造系统》.DOI
  115. 马义中（2019）. 质量管理学. 《机械工业出版社》.
  116. 韩云霞，马义中，欧阳林寒，刘丽君（2019）. 数据污染下的稳健设计及最优参数的置信区间估计. 《工业工程与管理》.
  117. Linhan Ouyang, Liangqi Wan, Chanseok Park, Jianjun Wang, Yizhong Ma (2019). Ensemble RBF modeling technique for quality design. Journal of Management Science and Engineering.DOI
  118. Feng Wu, Yizhong Ma, Jianjun Wang (2019). Robust parameter design based on response surface model under considering measurement errors. Scientia Iranica.DOI
  119. Zhang Yanjing, Yizhong Ma, Chanseok Park, Jai‐Hyun Byun (2019). Integration of the variance of quadratic loss for evaluating process performance. Quality Engineering.DOI
  120. Lijun Liu, Yizhong Ma, Chanseok Park, Jai‐Hyun Byun (2019). Robust sequential bifurcation for simulation factor screening under data contamination. Computers & Industrial Engineering.DOI
  121. XueLong Hu, Philippe Castagliola, YiZhong Ma, Weidong Huang (2018). Guaranteed in-control performance of the synthetic (X)over-bar chart with estimated parameters. Quality And Reliability Engineering International, Vol. 340, No. 50.DOI
  122. 张建侠，马义中，张延静，欧阳林寒（2018）. 基于Kriging模型和两目标约束应对策略的代理优化算法. 《计算机集成制造系统》.
  123. 朱连燕，马义中，吴锋，汪建均（2018）. 基于EOQ模型参数不确定性的稳健最优订货策略. 《数理统计与管理》, Vol. 37, No. 4.下载原文
  124. 吴锋，马义中，汪建均（2018）. 考虑测量误差的稳健参数设计. 《工业工程与管理》.
  125. Linhan Ouyang, Dequn Zhou, Yizhong Ma, Yiliu Tu (2018). Ensemble modeling based on 0–1 programming in micro-manufacturing process. Computers & Industrial Engineering.DOI
  126. Lina Tang, Yizhong Ma, Jianjun Wang, Linhan Ouyang, Jai‐Hyun Byun (2018). Robust parameter design of supply chain inventory policy considering the uncertainty of demand and lead time. Scientia Iranica.DOI
  127. Juan Wang, Yizhong Ma (2018). A Hybrid Algorithm Combining Kriging Model and Importance Sampling for Structural Reliability Analysis.DOI
  128. Chengming Cao, Yizhong Ma (2018). Design of Exponential Distributed Median Chart with Unknown Parameters.DOI
  129. Linhan Ouyang, Yizhong Ma, Jianjun Wang, Yiliu Tu (2017). A new loss function for multi-response optimization with model parameter uncertainty and implementation errors. European Journal Of Operational Research, Vol. 258, No. 2.DOI
  130. 顾晓光，马义中，刘健，汪建均（2017）. 基于单值数据过程能力指数的多元质量特性稳健参数设计. 《系统工程与电子技术》.
  131. 刘丽君，马义中，欧阳林寒，汪建均（2017）. 基于位置和散度效应因子分类筛选及仿真试验. 《系统工程理论与实践》, Vol. 37, No. 11.下载原文
  132. 朱连燕，马义中，吴锋，欧阳林寒（2017）. 基于Kriging模型的供应链优化设计. 《数学的实践与认识》.
  133. 王娟，马义中，汪建均（2017）. 基于Kriging模型与重要性抽样的可靠性灵敏度分析. 《系统工程理论与实践》, Vol. 37, No. 9.下载原文
  134. 张延静，马义中，欧阳林寒，王娟，刘丽君（2017）. 基于竞争失效的单部件系统可靠性建模与维修. 《系统工程与电子技术》.
  135. 王娟，马义中，汪建均（2017）. 考虑区间删失数据的I-最优加速寿命试验方案. 《数学的实践与认识》.
  136. 张建侠，马义中，朱连燕，韩云霞（2017）. 基于仿真试验和Kriging模型的多目标优化问题全局优化算法. 《计算机集成制造系统》.
  137. 顾晓光，马义中，张延静，蒋兆（2017）. 基于置信水平和熵权法的参数和容差经济性设计. 《哈尔滨工业大学学报》.
  138. 韩云霞，马义中，欧阳林寒，刘丽君，顾晓光，张延静（2017）. 基于两类因子波动下的稳健优化设计. 《工业工程与管理》.
  139. Jianxia Zhang, Yizhong Ma, Taho Yang, Lijun Liu (2017). Estimation of the Pareto front in stochastic simulation through stochastic Kriging. Simulation Modelling Practice and Theory.DOI
  140. Lina Tang, Taho Yang, Yizhong Ma, Jianjun Wang (2017). Analysis of bullwhip effect and the robustness of supply chain using a hybrid Taguchi and dual response surface method. International Conference on Service Systems and Service Management.DOI
  141. Liuyang Zhang, Yizhong Ma, Linhan Ouyang, Jian Liu (2016). Balancing the Subjective and Objective Weights for Correlated Multiresponse Optimization. Quality And Reliability Engineering International, Vol. 320, No. 30.DOI
  142. Jianjun Wang, Yizhong Ma, Linhan Ouyang, Yiliu Tu (2016). A new Bayesian approach to multi-response surface optimization integrating loss function with posterior probability. European Journal Of Operational Research, Vol. 249, No. 1.DOI
  143. 张流洋，马义中，汪建均，吴锋（2016）. 考虑偏度特征的动态多响应稳健参数设计与优化. 《系统工程与电子技术》.
  144. 汪建均，马义中，欧阳林寒，孙金生，刘健（2016）. 多响应稳健参数设计的贝叶斯建模与优化. 《管理科学学报》, Vol. 19, No. 2.下载原文
  145. 仲建兰，马义中（2016）. 两阶段串联可修系统的统计过程控制与机会维修整合研究. 《数理统计与管理》, Vol. 35, No. 6.下载原文
  146. 朱连燕，马义中，吴锋，张建侠，欧阳林寒（2016）. 基于Kriging模型和条件风险值的多响应优化设计. 《计算机集成制造系统》.
  147. 张延静，马义中，汪建均，欧阳林寒，王娟（2016）. 基于log-logistic概率分布的产品可靠性分析. 《工业工程与管理》.
  148. 王娟，马义中，汪建均（2016）. 基于Kriging模型的重要性抽样在结构可靠性中的应用. 《计算机集成制造系统》.
  149. Jianlan Zhong, Yizhong Ma, Y. L. Tu (2016). Integration of SPC and performance maintenance for supply chain system. International Journal Of Production Research, Vol. 540, No. 19.DOI
  150. Jianlan Zhong, Yizhong Ma, Yiliu Tu, Xia Li (2016). Supply chain quality management: an empirical study. International Journal Of Contemporary Hospitality Management, Vol. 280, No. 11.DOI
  151. Jianxia Zhang, Yizhong Ma, Lian-yan Zhu (2016). Multiobjective Simulation Optimization Using Stochastic Kriging. Atlantis Press eBooks.DOI
  152. Linhan Ouyang, Yizhong Ma, Jai-Hyun Byun (2015). An Integrative Loss Function Approach to Multi-Response Optimization. Quality And Reliability Engineering International, Vol. 310, No. 20.DOI
  153. 欧阳林寒，马义中，汪建均，刘健（2015）. 基于模型不确定性的响应曲面建模. 《系统工程与电子技术》.
  154. 朱连燕，马义中，张金红（2015）. 基于PCA与偏好强度可调的DEA方法的多响应稳健参数设计. 《数学的实践与认识》.
  155. 顾晓光，马义中，刘健，汪建均，欧阳林寒（2015）. 基于置信区间的多元质量特性满意参数设计. 《系统工程与电子技术》.
  156. 张流洋，马义中，汪建均，欧阳林寒（2015）. 考虑协变量的相关多响应稳健优化设计. 《系统工程》.
  157. Jie Jin, Yizhong Ma, Linhan Ouyang, Xiaoguang Gu (2015). Improved Rolled Throughput Yield: A Novel Method for Performance Measurement. Proceedings of the international Asia conference on industrial engineering and management innovation.DOI
  158. Linhan Ouyang, Yizhong Ma, Tingting Huang, Jianjun Wang (2015). Optimization of Multiple Responses Considering both Model Uncertainty and Regret Effect. Proceedings of the international Asia conference on industrial engineering and management innovation.DOI
  159. 朱连燕，马义中（2014）. 考虑参数不确定性EOQ模型的稳健优化. 《系统工程》.
  160. 吴锋，马义中，朱连燕（2014）. 基于Kriging模型的复杂产品制造过程稳健参数设计与控制. 《系统工程》.
  161. 张流洋，马义中，汪建均，欧阳林寒（2014）. 考虑主客观权重的多响应稳健优化设计. 《系统工程》.
  162. 仲建兰，马义中，刘利平（2014）. 两阶段串联可修系统的统计过程控制与视情维修整合研究. 《系统工程理论与实践》, Vol. 34, No. 9.下载原文
  163. 马义中，宋华明 程龙生 马义中 杨慧（2014）. 基于集成学习算法的多变量质量诊断研究. 《数理统计与管理》, Vol. 33, No. 6.下载原文
  164. 顾晓光，马义中，汪建均，吴锋（2014）. 多元质量特性的满意参数设计. 《控制与决策》.
  165. 汪建均，马义中（2014）. 质量管理与质量工程课程群立体化教学体系改革探析. 《黑龙江教育(高教研究与评估)》.
  166. 仲建兰，马义中（2014）. 面向小批量生产过程的两阶段串联可修系统SPC与维修策略整合优化. 《计算机集成制造系统》.
  167. 欧阳林寒，马义中，汪建均，吴锋（2014）. 基于熵权理论和双响应曲面的稳健设计. 《管理工程学报》, No. 2.下载原文
  168. Yang Yaqing, MA Yi-zhong, Jianlan Zhong, Zhu Lianyan (2014). A Robust Simulation for EOQ Model with Exponential Distributed Demand. International Symposium on Computational Intelligence and Design.DOI
  169. Jianlan Zhong, Yizhong Ma (2014). An integrated model based on statistical process control and maintenance for two-stage dependent processes. Communications in Statistics - Simulation and Computation.DOI
  170. Tingting Huang, Yizhong Ma, Linhan Ouyang, Jianjun Wang (2014). Optimal Process Targets for Two Quality Characteristics under Considering the Variance of Empirical Loss. International Symposium on Computational Intelligence and Design.DOI
  171. Lian-yan Zhu, Yizhong Ma, Liu-yang Zhang (2014). Ensemble model for order priority in make-to-order systems under supply chain environment. International Conference on Management Science and Engineering (ICMSE).DOI
  172. Liu-yang Zhang, Yizhong Ma, Lian-yan Zhu, Jianjun Wang (2014). A modified particle swarm optimization algorithm for dynamic multiresponse optimization based on goal programming approach. International Conference on Management Science and Engineering (ICMSE).DOI
  173. LiPing Liu, Fang Zhu, Jie Chen, YiZhong Ma, YiLiu Tu (2013). A quality control method for complex product selective assembly processes. International Journal Of Production Research, Vol. 510, No. 18.DOI
  174. Liping Liu, Miaomiao Yu, Yizhong Ma, Yiliu Tu (2013). Economic and economic-statistical designs of an (X)over-bar control chart for two-unit series systems with condition-based maintenance. European Journal Of Operational Research, Vol. 226, No. 3.DOI
  175. Liping Liu, Yizhong Ma, Yiliu Tu (2013). Multivariate setup adjustment with fixed adjustment cost. International Journal Of Production Research, Vol. 510, No. 5.DOI
  176. XiaoJian Zhou, YiZhong Ma, YiLiu Tu, Ying Feng (2013). Ensemble of Surrogates for Dual Response Surface Modeling in Robust Parameter Design. Quality And Reliability Engineering International, Vol. 290, No. 20.DOI
  177. 汪建均，马义中（2013）. 结合GLM与因子效应原则的贝叶斯变量选择方法. 《系统工程理论与实践》, Vol. 33, No. 8.下载原文
  178. 马义中，仲建兰 马义中 刘利平 汪建均（2013）. 两阶段相关过程的VP均值-残差联合控制图. 《数理统计与管理》, Vol. 32, No. 6.下载原文
  179. 欧阳林寒，马义中，刘利平，汪建均（2013）. 基于改进贝叶斯方法的稳健性设计建模技术. 《计算机集成制造系统》.DOI
  180. Wei Li, MA Yi-zhong (2013). A framework for using six-sigma metrics to evaluate the performance of supply chain. International Conference on Management Science and Engineering (ICMSE).DOI
  181. Liuyang Zhang, Yizhong Ma, Linhan Ouyang, Feng Wu (2013). Application of the Modified Genetic Algorithm to Multi-response Robust Design Based on the Entropy Weight and the Desirability Function. International Symposium on Computational Intelligence and Design.DOI
  182. Xiaojian Zhou, Yizhong Ma (2013). A Study on SMO Algorithm for Solving ϵ-SVR with Non-PSD Kernels. Communications in Statistics - Simulation and Computation.DOI
  183. Jianjun Wang, Yizhong Ma (2013). Bayesian Analysis of Two-Level Fractional Factorial Experiments with Non-Normal Responses. Communications in Statistics - Simulation and Computation.DOI
  184. Liping Liu, Jianlan Zhong, Yizhong Ma (2013). A Multivariate Synthetic Control Chart for Monitoring Covariance Matrix Based on Conditional Entropy. Springer eBooks.DOI
  185. Feng Wu, Yizhong Ma, Xiaoguang Gu (2013). Robust Parameter Control based on Selecting Online Controllable Variables. Procedia Engineering.DOI
  186. Haisong Deng, Wenze Shao, Yizhong Ma, Zhuihui Wei (2012). Bayesian Metamodeling for Computer Experiments Using the Gaussian Kriging Models. Quality And Reliability Engineering International, Vol. 280, No. 40.DOI
  187. 马义中，汪建均，苏国进（2012）. 动态多响应系统的稳健参数设计. 《系统工程理论与实践》, Vol. 32, No. 8.下载原文
  188. 汪建均，马义中（2012）. 基于GLM的双响应曲面法及其稳健设计. 《系统工程与电子技术》.
  189. 马义中，田甜，刘利平（2012）. 自相关过程协方差阵的残差MEWMA控制图. 《系统工程学报》.
  190. 汪建均，马义中（2012）. 基于GLM的贝叶斯变量与模型选择. 《管理科学学报》, Vol. 15, No. 8.下载原文
  191. 刘利平，马义中，汪建均，仲建兰（2012）. 参数未知的多变量设置调整问题研究. 《数学的实践与认识》.
  192. MA Yi-zhong (2012). Bayesian variable and model selection based on generalized linear models. Guanli kexue xuebao.
  193. Liping Liu, Jianlan Zhong, Yizhong Ma (2012). Statistical process adjustment with upside-down normal loss function. International Conference on New Trends in Information Science, Service Science and Data Mining.
  194. Hai-Song Deng, Yizhong Ma, Wenze Shao, Yiliu Tu (2012). A Bayesian Meta-Modeling Approach for Gaussian Stochastic Process Models Using a Non Informative Prior. Communication in Statistics- Theory and Methods.DOI
  195. Hai-Song Deng, Wenze Shao, Yizhong Ma (2012). A Bayesian Approach to Kriging Metamodeling for Computer Experiments. Journal of Advanced Mechanical Design Systems and Manufacturing.DOI
  196. 邓海松，马义中，邵文泽（2011）. 基于Jeffreys非信息超先验的贝叶斯变量选择算法. 《系统仿真学报》.DOI
  197. 汪建均，马义中，汪新（2011）. 两阶段的贝叶斯模型选择与筛选试验分析. 《系统工程理论与实践》, Vol. 31, No. 8.下载原文
  198. 周晓剑，马义中，刘利平，汪建均（2011）. 基于梯度信息的最小二乘支持向量回归机. 《南京理工大学学报》.
  199. 汪建均，马义中（2011）. 非正态响应的部分因子试验设计与仿真分析. 《系统仿真学报》.
  200. 邓海松，马义中，邵文泽（2011）. 基于贝叶斯多层先验的元建模研究. 《系统仿真学报》.DOI
  201. 汪建均，马义中，翟云焕（2011）. 相关多质量特性的优化设计. 《管理工程学报》, Vol. 25, No. 2.下载原文
  202. 马义中，刘利平 马义中 汪建均 周晓剑（2011）. 考虑调整随机误差的设置调整问题研究. 《数理统计与管理》, Vol. 30, No. 5.下载原文
  203. Jia Chen, F. Zhu, G.Y. Li, Yizhong Ma, Yiliu Tu (2011). Capability index of a complex-product machining process. International Journal of Production Research.DOI
  204. Yizhong Ma, Feng Wu, Liping Liu (2011). Cuscore charts detecting spike signals in feedback control scheme.DOI
  205. Yizhong Ma, Liping Liu (2011). Integration Model and Approach to Quality Management. International Conference on Management and Service Science (MASS).DOI
  206. Jianlan Zhong, Yizhong Ma (2011). Studentised residual-based EWMA control charts. International Conference on Artificial Intelligence, Management Science and Electronic Commerce.DOI
  207. Wenze Shao, Hai-Song Deng, Yizhong Ma, Zhuihui Wei (2011). Extended Gaussian Kriging for computer experiments in engineering design. Engineering With Computers.DOI
  208. Jianjun Wang, Yizhong Ma, SU Guo-jin (2011). Robust parameter design of dynamic multi‐response system: a new integrated method. Asian Journal on Quality.DOI
  209. 周晓剑，马义中，朱嘉钢（2010）. 基于梯度信息的支持向量回归机. 《系统工程》.
  210. 刘利平，马义中（2010）. 多变量过程的边界调整策略. 《系统工程理论与实践》, No. 3.下载原文
  211. 周晓剑，马义中，朱嘉钢，刘利平，汪建均（2010）. 求解非半正定核Huber-支持向量回归机问题的序列最小最优化算法. 《控制理论与应用》.
  212. 周晓剑，马义中，朱嘉钢（2010）. SMO算法的简化及其在非正定核条件下的应用. 《计算机研究与发展》.
  213. 邓海松，马义中，邵文泽（2010）. 基于非信息超先验的Bayesian Kriging元建模算法. 《系统工程与电子技术》.
  214. 邓海松，马义中，邵文泽（2010）. 基于多层稀疏先验的回归样条变量选择算法. 《系统工程与电子技术》.
  215. 刘利平，马义中（2010）. 自相关泊松计数过程的质量控制图. 《系统工程学报》.
  216. 刘利平，马义中，周晓剑，汪建均（2010）. 参数未知自相关过程的自适应边界调整策略. 《系统管理学报》, Vol. 19, No. 3.下载原文
  217. 刘利平，马义中，周晓剑，汪建均（2010）. 基于序贯蒙特卡洛法的自相关过程控制. 《高技术通讯》.
  218. 马义中，汪建均 马义中 程志强 刘利平（2010）. 基于JGLM-RM模型的动态稳健设计及其应用. 《数理统计与管理》, No. 6.下载原文
  219. MA Yi-zhong, Jie Bi (2010). Notice of Retraction: Analysing Quality Management Status Quo of Equipment Manufacturing Industry in China. International Conference on Management and Service Science (MASS).DOI
  220. MA Yi-zhong (2010). Deadband adjustment scheme for multivariate process. Systems Engineering - Theory & Practice.
  221. Cheng ZhiQiang -, MA Yi-zhong (2010). Control Chart Pattern Recognition Based on PSO and LS-SVM. HKIE Transactions.DOI
  222. MA Yi-zhong (2010). Quality control chart for auto-correlated Poisson counts process. Journal of systems engineering.
  223. Zhiqiang Cheng, Yizhong Ma, Jing Bu (2010). Variance Shifts Identification Model of Bivariate Process Based on LS-SVM Pattern Recognizer. Communications in Statistics - Simulation and Computation.DOI
  224. Yizhong Ma, Jie Bi (2010). Analyzing quality management status Quo and relationship of food industry in China.DOI
  225. Xiaojian Zhou, Yizhong Ma, Ziqiang Cheng, Liping Liu, Jianjun Wang (2010). A simplification on SMO algorithm and its application in solving ε-SVR with non-positive Kernels.DOI
  226. Xiaojian Zhou, Yizhong Ma, Ziqiang Cheng, Liping Liu, Jianjun Wang (2010). Ensemble of metamodels with Recursive arithmetic average.DOI
  227. 汪建均，马义中，汪新（2009）. 广义线性模型的贝叶斯分析及稳健参数设计应用. 《系统工程》.
  228. 程志强，马义中（2009）. 基于Cuscore图的质量控制模式. 《统计与决策》, No. 9.下载原文
  229. MA Yi-zhong (2009). Two types of SMO algorithms for solving Laplace-SVR with non-positive kernels. Kongzhi yu juece.
  230. Yizhong Ma, Tian Tian (2009). Optimal Weighted Approach in Dual-Response Surface Optimization. International Conference on Management and Service Science (MASS).DOI
  231. Jianjun Wang, Yizhong Ma (2009). Robust Parameter Design Via Bayesian Generalizedlinear Models. International Conference on Management and Service Science (MASS).DOI
  232. Yizhong Ma, Liu Yang, Liping Liu (2009). Analyzing the Relationships of Service Quality Management Based on the Criteria for Excellence Performance of China. International Conference on Management and Service Science (MASS).DOI
  233. Sang-Bok Ree, Yizhong Ma (2009). Analysis about Korean Enterprise through China Excellence Performance Model and Comparison with China Enterprise. Asian Journal on Quality.DOI
  234. 马义中，马义中 刘阳（2008）. 高质量过程控制技术的比较研究与分析. 《数理统计与管理》, Vol. 27, No. 3.下载原文
  235. 马义中，马义中 刘欢 岳刚 王丽林（2008）. 中国制造业实施六西格玛管理的成功关键要素分析. 《数理统计与管理》, Vol. 27, No. 6.下载原文
  236. MA Yi-zhong, Bin Liu, Gang Yue (2008). Analyzing the Relationship in China Excellence Performance Model. International Conference on Wireless Communications, Networking and Mobile Computing.DOI
  237. MA Yi-zhong, Gang Yue, Wang Li‐lin, Sang-Bok Ree (2008). The Critical Success Factors of Six Sigma in China Manufacturing Industry. Asian Journal on Quality.DOI
  238. MA Yi-zhong (2008). Isolating Variation of Measurement Process used Principal Component Analysis. Industrial Engineering and Management.
  239. Sang-Bok Ree, Yizhong Ma (2008). Comparison Analyses of Implementing 6 Sigma Management between China and Korea Companies: Korea side. Asian Journal on Quality.DOI
  240. 马义中，马义中 岳刚（2007）. 破坏性测量系统波动源的分析. 《数理统计与管理》, Vol. 26, No. 6.下载原文
  241. Chong Pan, Yizhong Ma (2007). A weighted loss function approach to the multivariate RPD problem.DOI
  242. Yizhong Ma, Chen Jie, Liu Liping (2007). Applying principal component analysis to isolating overall variability of on-line measurement process. IEEE International Conference on Grey systems and Intelligent Services.DOI
  243. 张力菠，韩玉启，陈杰，余哲，马义中（2006）. 生产能力扩大的系统动态性研究. 《系统仿真学报》.
  244. 张力菠，陈杰，马义中（2006）. 基于时间的VMI整合补货模式的系统成本与牛鞭效应. 《系统工程》.
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  246. Fengyu Zhao, MA Yi-zhong (2006). The Design Quality Comparison and Inspection Efficiency for Hardware and Software. Asian Journal on Quality.DOI
  247. 马义中，赵逢禹（2005）. 多元质量特性的稳健设计及其实现. 《系统工程与电子技术》.
  248. 张力菠，韩玉启，陈杰，余哲，马义中（2005）. 供应链管理的系统动力学研究综述. 《系统工程》.
  249. 王素立，马义中（2005）. 多元质量控制技术及MPAC软件实现. 《计算机工程与应用》.
  250. Yizhong Ma, Fengyu Zhao (2004). An improved multivariate loss function approach to optimization. Journal of Systems Science and Systems Engineering.DOI
  251. 马义中，李言俊（2002）. 复杂制造系统中波动源的探测和分离. 《系统工程与电子技术》.
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预印本

  1. Zhaoqun Mu, Yin X, Yizhong Ma, Pan Du (2026). Temporal causal modeling of fault propagation under latent confounding for industrial process diagnosis. SSRN Electronic Journal.DOI
  2. En Xie, Yizhong Ma, Tianli Xiao, Chanseok Park (2022). The Robustified Z Score with its Application to Robust Design. SSRN Electronic Journal.DOI

书籍章节

  1. Xiutian Shi, Shuning Yao, Yizhong Ma (2025). When and How Should Cross-Border Platforms Manage Blockchain Technology in the Presence of Purchasing Agents? WORLD SCIENTIFIC eBooks.DOI

研究方向

非线性科学与系统科学数学计算机软件及计算机应用

此主页由公开资料整理，尚未经学者本人认领。