Study Guide

Objective

You know the basic concepts of linear algebra and are able to perform calculations by means of vectors and matrices.
You know the basic concepts of graph theory and are able to solve problems by means of graphs.
You are able to define and illustrate finite state machines and automata.

Content

How are calculations performed by means of vectors and matrices and how are systems of linear equations solved?
What is coordinate system and coordinate transformation?
What applications does linear algebra have?
How are graphs defined, classified and utilised in problem-solving?
How are finite state machines and automata defined and utilised in applications?

Opiskelumateriaali

Electronic material as well as web material published on the course's Learn platform. Weekly tasks and their answers are also given to students during the exercise hours on class.

Yksilölliset oppimisväylät

Participation in contact learning according to the weekly work schedule. The student completes the weekly assignments before the given deadlines, is prepared to present their answers to given assignments during weekly exercises, and participates in the midterm exam and final exam. The course can also be completed by just one exam that covers all topics of the course.

Alternative methods of study must be agreed with the lecturer in charge before the beginning of the course.

TKI ja työelämäyhteistyö

During the course, demonstrations of studied mathematical tools will be given that use the most popular game engines and programming languages. These can be later utilized in different game projects and simulations.

Tentit ja muut määräajat

Exercises and assignments must be completed before the given deadlines. Midterm and final exam schedule will be agreed upon together with the students.

Kansainvälinen yhteistyö

Possible international connections will be announced in the beginning of the course on the Learn-page and on the Teams-channel of the course when needed.

Opiskelijan työmäärä

A total of 135h, of which about 55hrs is contact learning and 80hrs is independent work.

Evaluation scale

1-5

Assessment methods and criteria

Participation in contact learning, completing course assignments and exams.

Qualifications

Discrete mathematics 1 or equivalent knowledge