Mathematics, 30 op

Opintokokonaisuuden tyyppi

Advanced Studies

Yhteyshenkilö

Esko Turunen, Merja Laaksonen

Osaamistavoitteet

- The advanced study module in Mathematics is intended to give the student a solid knowledge of the foundations of mathematics for research, post-graduate studies and other further training, and especially applications in industry and elsewhere. The studies may be focused on one of the main three areas: Analysis, Discrete Mathematics, and Mathematical and Semantic Modelling.

Studies in the Analysis focus area mainly deal with functional analysis and its applications, and measure and integration theory. This area lends itself nicely to mathematics itself and the more theoretical engineering sciences. The main topics then are measure and integration, functional analysis and its applications, and geometric algebra.

Discrete Mathematics is mainly mathematics needed in modelling algorithmics, data communication, and symbolical calculation. Applications of the old areas of number theory, logic and algebra will be included, too. The focus area aims at a comprehensive overview. By proper choice of courses any one of these areas may be emphasized.

Mathematical and Semantic Modelling, together with various computational methods (e.g. simulation, optimization and visualization) has a central role in the investigation of many fields of science, and also in high-tech product development. The goal of modelling is to build a sufficiently detailed mathematical model, the solution of which then usually requires heavy numerical computation. Studies in this focus area provide the student with a broad mathematical know-how for modelling incoming multidisciplinary phenomena, and developing advanced solution methods.

Esitietovaatimukset

Opintokokonaisuus Opintopisteet P/S Lisätiedot
Matematiikka 25 op Advisable Suositellaan että opiskelijalla on matematiikka pää- tai sivuaineena kandidaatin tutkinnossa tai vastaava määrä matematiikan opintoja.

The student is recommended to have major or minor in Mathematics in their BSc or corresponding amount of mathematics. ( Advisable )

Sisältö

Pakolliset vaihtoehtoiset opintojaksot

Each of the three focus areas has its own compulsory course and a recommended set of choices for the complementary courses which are listed in a separate table. The focus areas are Analysis (A), Discrete Mathematics (DM) and Mathematical and Semantic Modelling (MM).

Opintojakso Opintopisteet Vaihtoehtoisuus Vuosikurssi
MAT-60206 Mathematical Analysis 5 op 1   IV  
MAT-60556 Mathematical Logic 5 op 1   IV  
MAT-61006 Introduction to Functional Analysis 7 op 1   IV  
MAT-62756 Graph Theory 7 op 1   IV  
MAT-63506 Scientific Computing 5 op 1   IV  
MAT-63807 Introduction to Data Mining: The B-Course and GUHA-Method 5 op 1   IV  

1. Valittava 2 opintojaksoa. Mathematical Logic and Graph Theory is compulsory for the Discrete Mathematics (DM) focus area; Mathematical Analysis and Introduction to Functional Analysis for the Analysis (A) focus area; and Scientific Computation and Introduction to data mining is compulsory for the Mathematical and Semantic Modelling focus area (MM).

Täydentävät opintojaksot

The complementary courses should be chosen mainly according to the recommendation of the department. Choice of some courses may have an extra proviso. All these are given in a separate document as an attachment in the POP study-guide description of the module. Including other courses and courses of other universities is possible with prior permission.

Should be completed to the minimum study module extent of 30 ETCS

Opintojakso Opintopisteet Additional information Vuosikurssi
LTT-32006 Demola Project Work 5-10 op  
MAT-60250 Matemaattisen mallinnuksen peruskurssi 5 op 7 IV  
MAT-60350 Tilastolliset monimuuttujamenetelmät 5 op 2 IV  
MAT-60456 Optimization Methods 5 op 4 IV  
MAT-61256 Geometric Analysis 7 op 1 IV  
MAT-61506 Dynamical Systems and Chaos 7 op 2 IV  
MAT-61756 Measure and Integration 7 op 1 IV  
MAT-62006 Inverse Problems 7 op 2 IV  
MAT-62256 Advanced Functional Analysis 7 op 1 V  
MAT-62506 Linear Systems 5 op 2 IV  
MAT-62756 Graph Theory 7 op 7 IV  
MAT-63506 Scientific Computing 5 op 3 IV  
MAT-63807 Introduction to Data Mining: The B-Course and GUHA-Method 5 op 5 IV  
MAT-63856 Advanced Applied Logics 5 op 6  
MAT-64000 Jatkuvat mallit 4 op 7 IV  
MAT-64500 Datan analyysimenetelmät mallinnuksessa 4 op 7 IV  
MAT-64750 Mallinnus ja optimointi 4 op 7 IV  
MAT-65250 Osittaisdifferentiaaliyhtälöt mallinnuksessa 4 op 7 IV  
MAT-67506 Mathematics Project Work 2-10 op 4 IV  
MAT-67756 Post-Graduate Seminar in Mathematics 2-10 op 4 V  
MAT-68007 Topics in Mathematics 2-10 op 4 IV  
MAT-68256 Mathematics Literature 0-10 op 4 V  
MAT-72006 Advanced Algorithms and Data Structures 7 op 9 IV  
MAT-72306 Randomized Algorithms 4 op 9 IV  
MAT-72606 Approximation Algorithms 4 op 9 IV  
MAT-73006 Theoretical Computer Science 7 op 9 IV  
MAT-74006 Concurrency Theory 7 op 9 IV  
MAT-75006 Artificial Intelligence 7 op 9 IV  
MAT-82106 Semantic Modeling 4 op 6 IV  
MAT-82200 Kvalitatiiviset tutkimusmenetelmät 5 op 7 IV  
MAT-82306 Scientific Visualization 4 op 6 IV  

1. Recommended for the Analysis focus area.
2. Recommended for the Analysis focus area and for the Mathematical and Semantic Modelling focus area.
3. Recommended for the Analysis focus area and for the Discrete Mathematics focus area.
4. Recommended for the Analysis focus area, for the Discrete Mathematics focus area and for the Mathematical and Semantic Modelling focus area.
5. Recommended for the Discrete Mathematics focus area.
6. Recommended for the Discrete Mathematics focus area and for the Mathematical and Semantic Modelling focus area.
7. Recommended for the Mathematical and Semantic Modelling focus area.
8. Recommended for the Discrete Mathematics focus area, at most one course per each 25 cr.
9. Recommended for the Discrete Mathematics focus area and for the Mathematical and Semantic Modelling focus area, at most one course per each 25 cr.

Lisätiedot

Useimmista opintokokonaisuuksista valittavissa on myös suomenkielinen materiaali sekä suomenkielinen harjoitusryhmä. Melkein kaikki kurssit voi myös tenttiä suomenkielellä.

Päivittäjä: Andersson Kirsi, 24.03.2017