Course plan. Mathematical modeling
MMG510, MVE160
Teaching will include lectures, exercises, 2 assignments to be done at
home and giving two bonus points each, and a large project done in
working groups.
We will study during 8,5 weeks and have lectures and exercises on Mondays at 10.00 in MVF31 and on Thirsdays in MVF31 at 8.00.
On Tuesedays at 15:00 in MVF31 we will have lectures and exercises during first two weeks and later we will have discussions on the projects at this time.
One meeting per week with each working group for discussing the projects must take place at the Mathematical Center.
A part of the weeks eight and nine will be devoted to the presentation of projects 30 minutes for every group. A working group can consist of maximum 3 people.
A written examination over the theoretical part of the course will take place at the end.
Well done home assignments will be counted as a bonus for the corresponding part of the written examination.
Total points for the course will be an
average of points for the project (60%) and for the examination (40%).
The textbook for the course is: Arrowsmith D.K. , Place C.M.: Ordinary
Differential Equations.
A Qualitative Approach with
Applications. Chapmann and Hall. (1982).The reference to the
book below is A.P.
The order of chapters can be slightly shifted.
week 12(I) ()
Monday 15:15
Introduction to ODE. Phase portrate, trajectories. Particular examples.
A.P. Intorduction. Exercises chapter 1: 3; 4c),f); 5;
19a),d); 25; 27iv); 29a)
Tuesday
15.15: Topics for projects.
En
example
of
a
problem with modeling by ordinary differential
equations, PDE and stochastic processes.
Lecture notes
Modeling
of
different
types
of transport processes by PDE, kinetic
models and stochastic processes.
Thirsday 8:00: Linear systems of ordinary
differential equations.
Classification of matrices.
A.P. Chapter 2.1-4. Exercises chapter
2: 4; 6; 9b),c),d); 13b),c),e).
week 13 (II) ()
Monday 15.15:
Linear systems of ordinary differential equations. The
evolution operator. Affine systems.
A.P.Chapter
2.5,6,7. Exerciseschapter 2. 21 a),e); 3b);34c)
Tuesday 15.15: Exersises on
linear systems of ordinary
differential equations.
A.P.Chapter 2
Thirsday 8:00 : Stability of stationary points and solutions of non-linear
differential equations. Exercises on stability.
A.P.Chapter 3.1,2,3,5
Home assignment N1
OBS!!! Important to have a plan
for the project at the end of the second week.
week
14
(III)
()
Monday 15:15: Master equation for
chemical reactions. The Gillespie method.
Lecture
notes and a paper by
Gillespie
Tuesday 15.15:
Exercises, projects
week
15
(IV)
()
Monday 15.15: Lattice
Boltzmann equation for modeling flows and diffusion.
Lecture notes
Tuesday 15.15: Exercises,
projects
Holidays and examination weeks
week 18 (V)
()
Monday 15:15: Poincaré-Bendixsons theorem.
Examples of periodic solutions A.P.Chapter 3.8,9
Tuesday 15:00 Exercises, projects
Thirsday 8:00:
Van Der Pol
oscillator. Lienard equation.
A.P. 4.4, 5.1
week 19 (VI) ()
Monday 15:15: Lyapunovs functions.
Lyapunovs method. A.P. 5.4
Tuesday
15:15: Exercises, projects
Thirsday 8:00:. Exercises on
Lyapunovs method. A.P. 5.4
week 20 (VII) (14 – 16 May)
Monday 15:15: Bifurcations. Hopf
bifurcation.
A.P. 5.5
Tuesday
15:15: Exercises, projects
Thirsday 8:00:
Dimensional
analysis.
Equations in non-dimensional form. Lecture notes.
week 21 (VIII) ()
Monday 15:15: Projects presentations .
Tuesday
15:15:
Projects presentations .
Thirsday
8:00:
Projects presentations .
week 22 (IX) ()
Wednesday
1 june ; 8.30
-13.30 Examination