Uusi opinto-opas (sisältäen myös opetusohjelmat) lukuvuodelle 2018-2019 sijaitsee osoitteessa https://opas.peppi.utu.fi . Tältä sivustolta löytyvät enää vanhat opinto-oppaat ja opetusohjelmat.

The new study guide (incl. teaching schedules) for academic year 2018-2019 can be found at https://studyguide.utu.fi. This site contains only previous years' guides.

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Arkistoitu opetussuunnitelma 2016–2018
Selaamasi opetussuunnitelma ei ole enää voimassa. Tarkista tiedot voimassa olevasta opetussuunnitelmasta.
SMAT5302 Operations Research with Applications 5 op
Organised by
Applied Mathematics
Person in charge
Department of Mathematics and Statistics, Yury Nikulin
Preceding studies

Learning outcomes

The course will contain selected topics from modern theory of Operations Research.
Along with some advance techniques from linear programming, classical vehicle routing and travelling salesman problems, some modern applications of OR are going to be covered. Suitable for math. students as well as for students specialized in various practical disciplines with good backgrounds in applied optimization.


1. Introduction. OR structure and applications
2. Advance linear programming
3. Knapsack and dynamic programming
4. Vehicle routing models
5 Travelling salesman problem
6. Chinese postman problem
7. Queuing and network models
8. OR in sport
9. OR in medicine
10. OR in scheduling
11. OR in finance

Teaching methods

Teaching method Contact Online
Lectures 28 h 0 h
Exercises 12 h 0 h

Not lectured 2014-2016.

Teaching language


Modes of study

Option 1
Available for:
  • Degree Programme Students
  • Other Students
  • Doctoral Students
  • Exchange Students
  • In English
Written exam
  • In English


Numeric 0-5.

Study materials

Kasana, H.S., Kumar K.D.. Introductory Operations Research + handouts+selected papers

Belongs to following study modules

Matematiikan ja tilastotieteen laitos
Archived Teaching Schedule. Please refer to current Teaching Shedule.
Implementation details are unavailable.
Matematiikan ja tilastotieteen laitos
MDP in Information Security and Cryptography