上海科技大学人力资源管理
ShanghaiTech University Human Resources
Boris Houska    助理教授、研究员
所在学院信息科学与技术学院
研究方向Optimization, Optimal Control
联系方式borish@@shanghaitech.edu.cn
 
 个人简介 

Dr. Houska现担任上海科技大学信息科学与技术学院的助理教授。他的研究方向包括数值优化和最优控制,鲁棒和全局优化,以及快速模型预测控制算法。

Dr. Houska于2007年在海德堡大学获数学和物理硕士学位,2011年在KU Leuven获得电气工程博士学位。2012年至2013年,他在伦敦帝国理工学院过程系统工程中心担任博士后研究员。随后,2013年至2014年间,Dr. Houska担任上海交通大学副教授。此外,他曾担任弗莱堡高级研究所以及弗莱堡大学微系统工程研究所(均在2014年内)的访问教授并且开展了多次短期学术访问交流活动,例如2017年冬季在加州大学伯克利分校以及2018年夏季在伦敦帝国理工学院的访问。

Dr. Houska曾获得的奖项包括:ICCOPT连续优化方面的青年研究者最佳论文奖(入围者前3名), 用于动态系统的稳健和全局优化的下一代算法项目曾获玛丽 - 居里奖学金,以及上海科技大学优秀教授等荣誉称号。他关于ACADO工具包的论文---自动控制和动态优化的开源框架已被Web of Science列为高引用论文。

 主要研究内容 
  • Optimal Control  优化控制

  • Model Predictive Control  模型预测控制

  • Robust Optimization  鲁棒优化

 代表性论文 
    1.  Feng Xuhui,Villanueva Mario E.  and Houska Boris, “Backward-forward reachable set splitting for state-constrained differential games”,Automatica,111, 2020.

    2. Boris Houska,Xu Du, “Distributed State Estimation For Ac Power Systems Using Gauss-newton Aladin”, 58th Ieee Conference On Decision And Control, 2019.

    3. Boris Houska, M.E. Villanueva, “Min-max Differential Inequalities For Polytopic Tube Mpc”, In Proceedings Of The American Control Conference, 2019.

    4. Villanueva Mario E.,Feng Xuhui,Paulen Radoslav,et al., “Convex Enclosures For Constrained Reachability Tubes”, Ifac Papersonline.Elsevier Science Bv, pp. 118-123, 2019.

    5.  Su Junyan, Zha Yanlin, Wang Kai,et al, “Interval Superposition Arithmetic For Guaranteed Parameter Estimation”, Ifac Papersonline.Elsevier Science Bv, pp. 574-579, 2019.

    6. Engelmann Alexander, Jiang Yuning, Muehlpfordt Tillmann, Houska, Boris and Faulwasser Timm, “Toward Distributed OPF Using ALADIN”, IEEE Transactions on Power Systems, vol. 34, no. 1, pp. 584-594, 2019.

    7. Hu, H., Feng, X., Quirynen, R., Villanueva, M. E., and Houska, B, “Real-Time Tube MPC Applied to a 10-State Quadrotor Model”, in Proceedings of IEEE 2018 Annual American Control Conference (ACC), pp. 3135-3140, June 2018.

    8. Engelmann, A., Mühlpfordt, T., Jiang, Y., Houska, B., and Faulwasser, T, “Distributed Stochastic AC Optimal Power Flow based on Polynomial Chaos Expansion”, in Proceedings of American Control Conference (ACC), 2018

    9. B. Houska, B. Chachuat, “Global optimization in Hilbert space”, Mathematical Programming, Series A, 2018. (accepted) 

    10. X. Feng, B. Houska, “Real-time algorithm for self-reflective model predictive control”, Journal of Process Control, 2018. (accepted) 

    11. B. Houska, J. Frasch, M. Diehl, “An Augmented Lagrangian Based Algorithm for Distributed Non-Convex Optimization”, SIAM Journal on Optimization, 2016.

    12. B. Houska, M.E. Villanueva, B. Chachuat, “Stable Set-Valued Integration of Nonlinear Dynamic Systems using Affine Set Parameterizations”, SIAM Journal on Numerical Analysis, 2015. 

    13. B. Houska, “Enforcing Asymptotic Orbital Stability of Economic Model Predictive Control”,  Automatica, 2015.

    14. B. Houska, D. Telen, F. Logist, M. Diehl, J. Van Impe, “An Economic Objective for Optimal Experiment Design of Nonlinear Dynamic Processes”, Automatica, 2015.

    15. B. Houska, B. Chachuat, “Branch-and-Lift Algorithm for Deterministic Global Optimization in Nonlinear Optimal Control”, Journal of Optimization Theory and Applications, 2014.