Introduction to Model Order Reduction

Ph.D. course, 7 credits, Spring 2014

This webpage is continuation of the actual course homepage. (Hence it has been made to look similar.)

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Instructors: Henrik Sandberg (responsible), Bart Besselink, and Madhu N. Belur (IIT Bombay)

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Preliminary schedule (subject to change)

Program (dates and times subject to change)

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Date	Time	Event	Room	Lecturer	Topic
May-09 (Fri)	10:15-12:00	Lecture 9	Q13	MB	Behavioral approach, kernel representations: ppt and notes
May-12 (Mon)	13:15-15:00	Lecture 10	Q13	MB	Controllability, passivity, dissipativity, storage functions: ppt and notes
May-14 (Wed)	13:15-15:00	Lecture 11	Q24	MB	Maximum and minimum storage functions, ARE/ARI, LQ control notes
May-16 (Fri)	10:15-12:00	Exercise 3	Q13	HS/BB	Exercises due May 14
May-19 (Mon)	13:15-15:00	Lecture 12	Q13	MB	Orthogonal complement, stationary trajectories, Hamiltonian matrices notes
May-21 (Wed)	13:15-15:00	Lecture 13	L41	MB	Dissipativity preserving model reduction ppt
May-26 (Mon)	10:15-12:00	Lecture 14	Q13	MB	Passivity preserving model reduction ppt
May-28 (Wed)	13:15-15:00	Exercise 4	Q24	MB	Exercises due May 21

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Literature

Research papers and parts of the books

· Antoulas, A.C., "Approximation of Large-Scale Dynamical Systems", Society for Industrial and Applied Mathematics, 2005.

· Obinata, G. and Anderson, B.D.O., "Model Reduction for Control System Design", Springer-Verlag, London, 2001.

· Doyle, J.C., Francis, B., and Tannenbaum, A., "Feedback Control Theory", Macmillan Publishing Co., 1990.

· Green, M., and Limebeer, D.J.N., "Linear Robust Control", Prentice Hall, Englewood Cliffs, 1995.

· Zhou K., Doyle, J.C., and Glover, K., "Robust and Optimal Control", Prentice Hall, Upper Saddle River, 1996.