DRE7017 Mathematics, PhD - 2014/15

Syllabus

Reading

Compulsory reading: There is a certain overlap between [FMEA] and [ME]. Some advanced topics (in particular optimal control theory) are only covered in [FMEA], while [ME] is better and more complete for many of the more basic themes, and with many more examples and exercises. The following books are also useful (the book by Sundaram is especially recommended; the others are more difficult to read):

Lecture Plan

Date: Topic: Reading: Problem Sets:
Aug 18
1000-1200 : C2-095
Lecture 1
Matrices. Eigenvalues and eigenvectors. Quadratic forms and definiteness.
[LSGE] Notes on Gaussian elimination
[FMEA] 1.1 - 1.7 [ME] 6 - 9, 23  [S] 1.3, 1.5
Problem Set 1
Solutions Problem Set 1
Aug 19
1000-1200 : A2-030
Lecture 2
Euclidean spaces. Sequences. Topology. 
[ES] Notes on Euclidean Spaces [FMEA] A.1 - A.3,
13.1 -13.2 [ME] A1, 10, 12, 29 [S] A, C, 1.1 - 1.2
Problem Set 2
Solutions Problem Set 2
Aug 20
1000-1200 : C2-065
Lecture 3
Functions. Continuity. Derivatives.
[FMEA] 2.9, 13.3 [ME] 13.4, 14
[S] 1.4, 3
Problem Set 3
Solutions Problem Set 3
Aug 22
1000-1200 : C2-045
Lecture 4
Convex sets. Separation theorems. (Quasi)Convex/concave functions.
[FMEA] 2.2 - 2.3, 2.5, 13.5 - 13.6 [ME]
21.1 - 21.2 [S] 1.2, 1.6, 7.1 - 7.2, 8.1 - 8.3 
Problem Set 4
Solutions Problem Set 4
Aug 25
1000-1200 : C2-095
Lecture 5
Optimization problems. Unconstrained optimization
[FMEA] 3.1 - 3.2 [ME] 17
[S] 2, 4, 7.3 - 7.6, 8.4 - 8.7
Problem Set 5
Solutions Problem Set 5
Aug 27
1000-1200 : C2-065
Lecture 6
Constrained optimization. Lagrange and Kuhn-Tucker problems.
[FMEA] 3.3 - 3.6 [ME] 18 - 19
[S] 5 - 6, 7.7, 8.8
Problem Set 6
Solutions Problem Set 6
Aug 29
1000-1200 : C2-045
Lecture 7
Differential equations. Systems of differential equations. Linearization. 
[FMEA] 5 - 7 [ME] 24 - 25
Helpman, Innovation, imitation and IPR, Econometrica '93
Problem Set 7
Solutions Problem Set 7
Sep 01
1000-1200 : C2-095
Lecture 8
Optimal control theory: Continuous case, Pontryagin's maximum principle
[FMEA] 9 (8, 10)
 
Problem Set 8
Solutions Problem Set 8
Sep 02
1000-1200 : C2-095
Lecture 9
Optimal control theory: Discret case, Bellman's equation
[FMEA] 12 [S] 11- 12
 
Problem Set 9
Solutions Problem Set 9
Sep 03
1000-1200 : C2-065
Lecture 10 
Fixed points and fixed point theorems. Correspondences.
[FMEA] 14 [S] 9, 12
  
Problem Set 10
Solutions Problem Set 10
Sep 17
0900-1200 
Exam 17/09/2014 - Solutions
Mock exam 09/2014 - Solutions