For seminar #1:
- Problem 1(d) from the 2011 exam.
- Problem 3 from this set; this time I did do the concavity criteria yes. Furthermore, establish concavity without differentiating. (And, you can very well do the others too.)
- From the exam problem collection, do problems 2-01 (and, what is the definiteness property in part (d)?), 2-02, 2-03, 2-06, and 2-07.
For seminar #2:
(This is same set as last year, only reproduced below. A bit mixed. Jensen's inequality I think I have not mentioned by name – look it up.)
- Exam 2008 problem #1 part (c) (to be done without utilizing any results from (a), (b))
- Exam 2009 problem #1 (a), (b)
- From the compendium: 1-07 (recall the definition of orthogonality: dot product = 0)
- From the compendium: 1-13
- From the compendium: 2-04
- Let g(y) = f(Ay), where y is an n-vector and A is a matrix of order m by n.
- (a) Calculate the gradient and Hessian of g and express them as matrix products. Be careful to get everything in the right order.
- (b) Let ri T (the transpose of ri) be row number i of A, and let ci be column number i. Which one of f(ri) or f(ci) is well-defined (no matter what m is)?
Denote the well-defined one as zi and gather these in a vector z. - (c) Let h(y) = g(y) – zTy. Calculate the gradient and Hessian of h.
- (d) Suppose g is convex and that we are given the problem to maximize h subject to y being in a given compact (= closed and bounded) set S. Show that the maximum must be on the boundary.
- (e) use part (d) to find the maximum of h in the case where n = 2, and S is the set of all y such that all yi ≥ 0 and their sum is ≤1.
(In case of character set issues: the ≥ symbol is supposed to be greater-than-or-equal.)
-
An application case:
A risk manager of a savings bank attempts to explain the potential for losses on mortgages in a potentially averse market:
?In our mortgage portfolio, the average loan-to-value ratio is 80 percent, so even if our customers were totally broke, apart from the house pledged as collateral – then we could stand a 20 percent price drop without any other losses than the administrative cost of collecting the collateral.?
Q: What is wrong with this argument? Formalise using Jensen's inequality.
For seminar #3:
Same as last year:
- 2005 #2
- 2007 #3
- 3-03
- 3-05
- 3-12
- 3-14
If this is not enough, you might have a look at looking at http://www.uio.no/studier/emner/sv/oekonomi/ECON4120/h11/undervisningsmateriale/Wk38_inf_ec_problem.pdf
For seminar #4 (I didn't realize I had assigned a couple of these earlier ... my bad!):
- 3-07
- 3-10
- 3-13
- Exam 2011 problem 3
- The problem at http://www.uio.no/studier/emner/sv/oekonomi/ECON4140/h13/concaveprogrammingproblem.html
Extra problem not to be covered: you should now be able to solve http://www.uio.no/studier/emner/sv/oekonomi/ECON4120/h11/undervisningsmateriale/Wk38_inf_ec_problem.pdf
Linear algebra problems:
- 1-06
- 1-07 ("orthogonal" means that the dot product is zero)
- 1-13
For seminar #5:
Linear algebra:
- Exam 2011 problem 1 - I have more or less covered in class, so it will likely not be covered, but you should definitely be able to do it.
- 1-05
- 1-08 (if you think it looks hard, try 1-01 first)
- 1-10
- 1-17
- 1-18
Integration:
- 4-01
- 4-02
- 4-10
- 4-11
For seminar #6:
Double integrals:
- 4-05
- 4-06
- 4-07
- Compute the double integral of xey (the same integrand as in 4-05!) over the domain bounded by y = 0, x = 1 and y = x - both the order it stands and by reversing the order of integration.
Differential equations:
- 5-04
- 5-06
- 5-11
- 5-14
- 6-08 (hint: integrate once first!)
- 6-10 part (a).
For seminar #7:
These double integrals problems are included also to drill sin and cos:
- 4-08
- 4-09
Differential equations:
- 6-02
- 6-11
- 6-15
- 6-10 parts (b) and (c) (should not be hard by now!)
- 6-13 with and without the suggested substitution in part (a).
- 6-12 if time permits.
- The "deduce" part of 7-01. (You should be able to do the rest as well, and it will most likely be assigned for seminar 8.)
For seminar #8:
- The rest of 7-01
- 7-04 (a) and (b). If you think (b) is hard, try 7-03 first, where you in part (b) put z=x+y and notice that z' can be written as h(z).
- Classify the origin as equilibrium point for the system x'=1-exp(x-y), y'=-y. (This is an example from the book, under Olech's theorem for global asymptotic stability. That test is beyond the course, although it is not hard.)
- 7-05 (Whenever the problem says "draw", think "sketch". And, "integral curve" = path/orbit of a particular solution)
- 7-06
- I outlined the solution idea for exam 2008 problem 1. Do that one, except part (c) that has already been done. ((c) item 1 easily follows from (a) and (b). How?)
- The remaining problems in this set from 2011.
(The matrix exponential problem could very well be postponed in the interest of time.)
For seminar #9:
Difference Equations:
- 10-03
- 10-04
- 10-05
Dynamic Programming:
- 11-01
- 11-03
- 11-04
For seminar #10:
Dynamic Programming:
- Exercise made by Framstad: /studier/emner/sv/oekonomi/ECON4140/h13/dynprog_infinitehorizon.pdf
Calculus of Variations:
- 8-01
- 8-02
- 8-03
- 8-06
Control Theory:
- 9-01
For seminar #11:
Control Theory:
- 9-02
- 9-03
- 9-05
- 9-07
- 9-10
- 9-17