- The idea of mathematical programming

- Stochastic programming: general concepts; models with/without risk measures; random objective functions and constraints

- Fuzzy approach: problems with fuzzy sets; uncertainty; optimization models

- Emissions trading and its impact on companies: emissions trading in the EU; real-life observations of trade with emission allowances

The coursework consists of attending the lectures, lecture diary, and home essay. The lecture diary is a brief assessment (about 5 pages) on what you have learned during the lectures. The home essay (min. 5 pages) should show competence/inspiration in applying the lessons from the lectures. The topic with further instructions are given by the lecturer.

The lecture diary and the home essay must be sent to hannu.laurila(at).uta.fi by 27.4. The grades (from 1 to 5) are given after that date.

Enrolment key to course Moodle page: Stochastic