个人简介
教育背景 Ph.D. Design, Risk, and Systems, Department of Mechanical Engineering, University of Maryland, College Park (2007) M.S. Control Theory and Control Engineering, Department of Automation, Tsinghua University, Beijing, China (2001) B.S. Automation, Department of Automation, Tsinghua University, Beijing, China (1999) 工作经历 2012.03 – pres. Associate Professor, UM-SJTU Joint Institute, Shanghai Jiao Tong University 2009.09 – 2012.03 Assistant Professor, UM-SJTU Joint Institute, Shanghai Jiao Tong University 2008.01 – 2009.08 Postdoctoral Research Associate, Department of Mechanical Engineering, University of Maryland 2004.07 – 2007.12 Graduate Research Assistant, Department of Mechanical Engineering, University of Maryland
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hou, JH., S. Cheng, M. Li, 2012, “Sequential Quadratic Programming for Robust Optimization with Interval Uncertainty”, Journal of Mechanical Design, (forthcoming). Zhao, JX., M. Xu, M. Li, B. Wang, SZ. Liu, 2012, “Design and Optimization of an Atkinson Cycle Engine with the Artificial Neural Network Method,” Applied Energy 92(0), pp. 492-502. Li, M., 2011, “An Improved Kriging Assistant Multi-Objective Genetic Algorithm,” Journal of Mechanical Design, Vol.133, No. 7, 071008/1 – 071008/10. Li, M., S. Gabriel, Y. Shim, and S. Azarm, 2011, “Robust Optimization Using Worst Case Analysis for Convex and Non-Convex Quadratic Programs,” Networks and Spatial Economics, 11, pp.159–191. Hu, W., M. Li, S. Azarm, S. Al Hashimi, A. Almansoori, and N. Al Qasas, 2011, “On Improving Multi-Objective Robust Optimization under Interval Uncertainty Using Worst Possible Point Constraint Cuts,” Journal of Mechanical Design, Vol.133, No. 6, 061002/1 – 061002/9. Hamel, J., M. Li, S. Azarm, 2010, “Design Improvement by Sensitivity Analysis (DISA) Under Interval Uncertainty Using Multi-Objective Optimization,” Journal of Mechanical Design, Vol. 132, No.8, 081010/1- 081010/10. Li, M., J. Hamel and S. Azarm, 2010, “Multi-Disciplinary Multi-Output Global Sensitivity Analysis with Reducible Interval Uncertainty,” Structural and Multidisciplinary Optimization, Vol. 40, No.1-6, pp.77-86. Li, M., S. Azarm, N. Williams, S. Al Hashimi, A. Almansoori, and N. Al Qasas, 2009, “Integrated Multi-Objective Robust Optimization and Sensitivity Analysis with Irreducible and Reducible Interval Uncertainty,” Engineering Optimization, Vol.41, No.10, 889-908. Li, M., N. Williams and S. Azarm, 2009, “Interval Uncertainty Reduction and Sensitivity Analysis with Multi-Objective Design Optimization,” Journal of Mechanical Design, Vol. 131, No.3, 031007/1 – 031007/11. Li, G., M. Li, S. Azarm, N. Al Qasas, T. Al Ameri, and S. Al Hashimi, 2009, “Improving Multi-Objective Genetic Algorithms with Adaptive Design of Experiments and Online Metamodeling,” Structural and Multidisciplinary Optimization, Vol. 37, No. 5, pp. 447-461. Li, M., and S. Azarm, 2008, “Multiobjective collaborative Robust Optimization (McRO) with Interval Uncertainty and Interdisciplinary Uncertainty Propagation,” Journal of Mechanical Design, Vol. 130, No.8, 081402/1 – 081402/11. Li, M., G. Li and S. Azarm, 2008, “A Kriging Metamodel Assisted Multi-objective Genetic Algorithm for Design Optimization,” Journal of Mechanical Design, Vol. 130, No.3, 031401/1 – 031401/10. Li, G., M. Li, S. Azarm, J. Rambo, Y. Joshi, 2007, “Optimizing thermal design of data center cabinets with a new multi-objective genetic algorithm,” Distributed and Parallel Databases, Vol. 21, No. 2-3, pp.167-192. Li, M., S. Azarm, and A. Boyars, 2006, “A New Deterministic Approach Using Sensitivity Region Measures for Multi-objective Robust and Feasibility Robust Design Optimization,” Journal of Mechanical Design, Vol. 128, No.4, pp. 874-883.