Publications - Miscellaneous

Bart De Schutter


Note: If the pdf file (pdf) of the technical report that corresponds to a given publication is available, then this is indicated at the end of the entry for that publication. More information on the pdf file format can be found here. Hardcopies of the papers can also be requested by contacting me.


  1. B. De Moor, P. De Gersem, B. De Schutter, and W. Favoreel, "DAISY: A database for identification of systems," Journal A, vol. 38, no. 3, pp. 4-5, Sept. 1997.  (abstract,  bibtex,  tech. rep. (pdf))

  2. T. Van Gestel, K. De Cock, R. Jans, B. De Schutter, Z. Degraeve, and B. De Moor, "Discrete stochastic modelling of ATM-traffic with circulant transition matrices: A time domain approach," Tech. rep. 97-108, ESAT-SISTA, K.U.Leuven, Leuven, Belgium, 15 pp., Nov. 1997.  (abstract,  bibtex,  report (pdf))

  3. T. Van Gestel, K. De Cock, R. Jans, B. De Schutter, Z. Degraeve, and B. De Moor, "Discrete stochastic modelling of ATM-traffic with circulant transition matrices," Mathematical Theory of Networks and Systems (Proceedings of the MTNS-98 Symposium, held in Padova, Italy, July 1998) (A. Beghi, L. Finesso, and G. Picci, eds.), Padova, Italy: Il Poligrafo, pp. 891-894, 1998.  (abstract,  bibtex,  tech. rep. (pdf))

  4. D. Westwick, G. Nijsse, B. De Schutter, and M. Verhaegen, "Simplification of multichannel active noise control systems: Midterm progress report," Tech. rep. TUD/ITS/ET/SCE:1999.01, Control Systems Engineering, Fac. of Information Technology and Systems, Delft University of Technology, Delft, The Netherlands, 30 pp., Mar. 1999. Midterm progress report for the TNO-TPD project on active noise control. Confidential.  (bibtex)

  5. G. Nijsse, D. Westwick, B. De Schutter, and M. Verhaegen, "Simplification of multichannel active noise control systems: A feasibility study," Tech. rep. TUD/ITS/ET/SCE:1999.05, Control Systems Engineering, Fac. of Information Technology and Systems, Delft University of Technology, Delft, The Netherlands, 46 pp., June 1999. Final report for the TNO-TPD project on active noise control. Confidential.  (bibtex)

  6. B. De Schutter, "Designing optimal timing and sequencing strategies for a continuous steel foundry," Proceedings of the European Control Conference 1999 (ECC'99), Karlsruhe, Germany, 5 pp., Aug.-Sept. 1999. Paper 160/BP-2.6.  (abstract,  bibtex,  tech. rep. (pdf))

  7. G. Nijsse, M. Verhaegen, B. De Schutter, D. Westwick, and N. Doelman, "State space modeling in multichannel active control systems," Proceedings of the 1999 International Symposium on Active Control of Sound and Vibration (ACTIVE 99) (S. Douglas, ed.), Fort Lauderdale, Florida, pp. 909-920, Dec. 1999.  (abstract,  bibtex,  tech. rep. (pdf))

  8. B. De Schutter, "Minimal state-space realization in linear system theory: An overview," Journal of Computational and Applied Mathematics, Special Issue on Numerical Analysis in the 20th Century - Vol. I: Approximation Theory, vol. 121, no. 1-2, pp. 331-354, Sept. 2000.  (abstract,  online paper,  bibtex,  tech. rep. (pdf))

  9. G.J.C. Copinga, B. De Schutter, J.M.A. Scherpen, and M.J.J.M. van de Ven, "A web-based study support environment for systems and control courses," Proceedings of the 2001 American Control Conference, Arlington, Virginia, pp. 1155-1160, June 2001.  (abstract,  bibtex,  tech. rep. (pdf))

  10. S. Kanev, B. De Schutter, and M. Verhaegen, "The ellipsoid algorithm for probabilistic robust controller design," Proceedings of the 41st IEEE Conference on Decision and Control, Las Vegas, Nevada, pp. 2248-2253, Dec. 2002.  (abstract,  bibtex,  tech. rep. (pdf))

  11. S. Kanev, B. De Schutter, and M. Verhaegen, "An ellipsoid algorithm for probabilistic robust controller design," Systems & Control Letters, vol. 49, no. 5, pp. 365-375, Aug. 2003.  (abstract,  online paper,  bibtex,  tech. rep. (pdf))

  12. O.J. Gietelink, J. Ploeg, B. De Schutter, and M. Verhaegen, "VEHIL: Test facility for fault management testing of advanced driver assistance systems," Proceedings of the 10th World Congress on Intelligent Transport Systems and Services (ITS), Madrid, Spain, 13 pp., Nov. 2003. Paper 2693.  (abstract,  bibtex,  tech. rep. (pdf))

  13. S. Kanev, C. Scherer, M. Verhaegen, and B. De Schutter, "A BMI optimization approach to robust output-feedback control," Proceedings of the 42nd IEEE Conference on Decision and Control, Maui, Hawaii, pp. 851-856, Dec. 2003.  (abstract,  bibtex,  tech. rep. (pdf))

  14. O. Gietelink, J. Ploeg, B. De Schutter, and M. Verhaegen, "VEHIL: A test facility for validation of fault management systems for advanced driver assistance systems," Proceedings of the 1st IFAC Symposium on Advances in Automotive Control, Salerno, Italy, pp. 410-415, Apr. 2004.  (abstract,  bibtex,  tech. rep. (pdf))

  15. S. Kanev, C. Scherer, M. Verhaegen, and B. De Schutter, "Robust output-feedback controller design via local BMI optimization," Automatica, vol. 40, no. 7, pp. 1115-1127, July 2004.  (abstract,  online paper,  bibtex,  tech. rep. (pdf))

  16. O. Gietelink, J. Ploeg, B. De Schutter, and M. Verhaegen, "Testing advanced driver assistance systems for fault management with the VEHIL test facility," Proceedings of the 7th International Symposium on Advanced Vehicle Control (AVEC'04), Arnhem, The Netherlands, pp. 579-584, Aug. 2004.  (abstract,  bibtex,  tech. rep. (pdf))

  17. O.J. Gietelink, B. De Schutter, and M. Verhaegen, "A probabilistic approach for validation of advanced driver assistance systems," Proceedings of the 8th TRAIL Congress 2004 - A World of Transport, Infrastructure and Logistics - CD-ROM, Rotterdam, The Netherlands, 17 pp., Nov. 2004.  (abstract,  bibtex,  tech. rep. (pdf))

  18. R.R. Negenborn, B. De Schutter, M.A. Wiering, and J. Hellendoorn, "Experience-based model predictive control using reinforcement learning," Proceedings of the 8th TRAIL Congress 2004 - A World of Transport, Infrastructure and Logistics - CD-ROM, Rotterdam, The Netherlands, 18 pp., Nov. 2004.  (abstract,  bibtex,  tech. rep. (pdf))

  19. O.J. Gietelink, B. De Schutter, and M. Verhaegen, "Probabilistic approach for validation of advanced driver assistance systems," Transportation Research Record, no. 1910, pp. 20-28, 2005.  (abstract,  bibtex,  tech. rep. (pdf))

  20. O.J. Gietelink, B. De Schutter, and M. Verhaegen, "A probabilistic approach for validation of advanced driver assistance systems," Proceedings of the 84th Annual Meeting of the Transportation Research Board, Washington, DC, 24 pp., Jan. 2005. Paper 05-1524.  (abstract,  bibtex,  tech. rep. (pdf))

  21. O. Gietelink, B. De Schutter, and M. Verhaegen, "Probabilistic validation of advanced driver assistance systems," Proceedings of the 16th IFAC World Congress, Prague, Czech Republic, 6 pp., July 2005. Paper 4254 / Tu-M18-TO/5.  (abstract,  bibtex,  tech. rep. (pdf))

  22. R.R. Negenborn, B. De Schutter, M.A. Wiering, and H. Hellendoorn, "Learning-based model predictive control for Markov decision processes," Proceedings of the 16th IFAC World Congress, Prague, Czech Republic, 6 pp., July 2005. Paper 2106 / We-M16-TO/2.  (abstract,  bibtex,  tech. rep. (pdf))

  23. Zs. Lendek, R. Babuska, and B. De Schutter, "State estimation under uncertainty: A survey," Tech. rep. 06-004, Delft Center for Systems and Control, Delft University of Technology, Delft, The Netherlands, 65 pp., Feb. 2006.  (abstract,  bibtex,  report (pdf))

  24. O. Gietelink, B. De Schutter, and M. Verhaegen, "Adaptive importance sampling for probabilistic validation of advanced driver assistance systems," Proceedings of the 2006 American Control Conference, Minneapolis, Minnesota, pp. 4002-4007, June 2006.  (abstract,  bibtex,  tech. rep. (pdf))

  25. O. Gietelink, J. Ploeg, B. De Schutter, and M. Verhaegen, "Development of advanced driver assistance systems with vehicle hardware-in-the-loop simulations," Vehicle System Dynamics, vol. 44, no. 7, pp. 569-590, July 2006.  (abstract,  online paper,  bibtex,  tech. rep. (pdf))

  26. B. De Schutter, J. Schepers, and I. Van Mechelen, "On algorithms for a binary-real (max,×) matrix approximation problem," Proceedings of the 45th IEEE Conference on Decision and Control, San Diego, California, pp. 5168-5173, Dec. 2006.  (abstract,  bibtex,  tech. rep. (pdf))

  27. H. Taale, S. Hoogendoorn, M. van den Berg, and B. De Schutter, "Anticiperende netwerkregelingen," NM Magazine, vol. 1, no. 4, pp. 22-27, Dec. 2006. In Dutch.  (abstract,  bibtex,  tech. rep. (pdf))

  28. B. De Schutter and A. Hegyi, "Introduction to the Special Section on ITSC'05," IEEE Transactions on Intelligent Transportation Systems, vol. 8, no. 1, pp. 1-3, Mar. 2007.  (abstract,  online version,  bibtex)

  29. L. Busoniu, D. Ernst, B. De Schutter, and R. Babuska, "Continuous-state reinforcement learning with fuzzy approximation," Proceedings of the 7th Annual Symposium on Adaptive and Learning Agents and Multi-Agent Systems (ALAMAS 2007) (K. Tuyls, S. de Jong, M. Ponsen, and K. Verbeeck, eds.), Maastricht, The Netherlands, pp. 21-35, Apr. 2007.  (abstract,  bibtex,  tech. rep. (pdf))

  30. L. Busoniu, D. Ernst, B. De Schutter, and R. Babuska, "Fuzzy approximation for convergent model-based reinforcement learning," Proceedings of the 2007 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2007), London, UK, pp. 968-973, July 2007.  (abstract,  bibtex,  tech. rep. (pdf))

  31. M. Houwing, R.R. Negenborn, P.W. Heijnen, B. De Schutter, and H. Hellendoorn, "Least-cost model predictive control of residential energy resources when applying μCHP," Proceedings of Power Tech 2007, Lausanne, Switzerland, 6 pp., July 2007. Paper 291.  (abstract,  bibtex,  tech. rep. (pdf))

  32. Zs. Lendek, R. Babuska, and B. De Schutter, "Stability of cascaded Takagi-Sugeno fuzzy systems," Proceedings of the 2007 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2007), London, UK, pp. 505-510, July 2007.  (abstract,  bibtex,  tech. rep. (pdf))

  33. Zs. Lendek, R. Babuska, and B. De Schutter, "TS fuzzy controllers for cascaded systems," Proceedings of the 3rd IFAC Workshop on Advanced Fuzzy and Neural Control (AFNC 07), Valenciennes, France, 6 pp., Oct. 2007. Paper MO4-2.  (abstract,  bibtex,  tech. rep. (pdf))

  34. L. Busoniu, D. Ernst, B. De Schutter, and R. Babuska, "Continuous-state reinforcement learning with fuzzy approximation," in Adaptive Agents and Multi-Agent Systems III. Adaptation and Multi-Agent Learning (K. Tuyls, A. Nowé, Z. Guessoum, and D. Kudenko, eds.), vol. 4865 of Lecture Notes in Computer Science, Berlin, Germany: Springer, ISBN 978-3-540-77947-6, pp. 27-43, 2008.  (abstract,  online version,  bibtex)

  35. Zs. Lendek, R. Babuska, and B. De Schutter, "Stability of cascaded fuzzy systems and observers," Tech. rep. 08-001, Delft Center for Systems and Control, Delft University of Technology, Delft, The Netherlands, 13 pp., Jan. 2008. Revised version. Provisionally accepted for publication in IEEE Transactions on Fuzzy Systems.  (bibtex)

  36. Zs. Lendek, R. Babuska, and B. De Schutter, "Distributed Kalman filtering for cascaded systems," Engineering Applications of Artificial Intelligence, vol. 21, no. 3, pp. 457-469, Apr. 2008.  (online paper,  bibtex)

  37. L. Busoniu, D. Ernst, B. De Schutter, and R. Babuska, "Consistency of fuzzy model-based reinforcement learning," Proceedings of the 2008 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2008), Hong Kong, pp. 518-524, June 2008.  (bibtex)

  38. M. Gerard, B. De Schutter, and M. Verhaegen, "A hybrid steepest descent method for constrained convex optimization," Tech. rep. 08-015, Delft Center for Systems and Control, Delft University of Technology, Delft, The Netherlands, June 2008. Accepted for publication in Automatica.  (bibtex)

  39. M. Houwing, R.R. Negenborn, and B. De Schutter, "Economic advantages of applying model predictive control to distributed energy resources: The case of micro-CHP systems," Proceedings of the 16th Mediterranean Conference on Control and Automation (MED'08), Ajaccio, France, pp. 1550-1555, June 2008.  (bibtex)

  40. Zs. Lendek, R. Babuska, and B. De Schutter, "Stability analysis and observer design for decentralized TS fuzzy systems," Proceedings of the 2008 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2008), Hong Kong, pp. 631-636, June 2008.  (bibtex)

  41. L. Busoniu, D. Ernst, B. De Schutter, and R. Babuska, "Fuzzy partition optimization for approximate fuzzy Q-iteration," Proceedings of the 17th IFAC World Congress, Seoul, Korea, pp. 5629-5634, July 2008.  (bibtex)

  42. Zs. Lendek, K.M. van Schagen, R. Babuska, A. Veersma, and B. De Schutter, "Cascaded parameter estimation for a water treatment plant using particle filters," Proceedings of the 17th IFAC World Congress, Seoul, Korea, pp. 10857-10862, July 2008.  (bibtex)

  43. R.R. Negenborn, M. Houwing, B. De Schutter, and H. Hellendoorn, "Adaptive prediction model accuracy in the control of residential energy resources," Proceedings of the 17th IEEE International Conference on Control Applications, San Antonio, Texas, pp. 311-316, Sept. 2008.  (bibtex)

  44. R.R. Negenborn, M. Houwing, B. De Schutter, and J. Hellendoorn, "Model predictive control for residential energy resources using a mixed-logical dynamic model," Tech. rep. 08-028, Delft Center for Systems and Control, Delft University of Technology, Delft, The Netherlands, 6 pp., Sept. 2008. Accepted for the 2009 IEEE International Conference on Networking, Sensing and Control (ICNSC'09), Okayama, Japan, Mar. 2009.  (bibtex)

  45. L. Busoniu, D. Ernst, B. De Schutter, and R. Babuska, "Policy search with cross-entropy optimization of basis functions," Tech. rep. 08-031, Delft Center for Systems and Control, Delft University of Technology, Delft, The Netherlands, 8 pp., Nov. 2008. Accepted for the 2009 IEEE International Symposium on Adaptive Dynamic Programming and Reinforcement Learning publication,Nashville, Tennessee, March-April, 2009.  (bibtex)


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This page is maintained by Bart De Schutter. Last update: January 4, 2009.