Soveltava matematiikka (5 op)

Arviointiasteikko

H-5

Sisällön jaksotus

Part 1:
• Fundamentals of Logic
• Combinatorics
• Number Theory
Part 2,
• Sequences
• Series
• Taylor & Fourier series

Tavoitteet

Opintojakson suoritettuaan opiskelija osaa
- soveltaa logiikan sääntöjä ja merkintöjä
- laskea ja soveltaa permutaatioita ja kombinaatioita
- soveltaa jaollisuuden ja kongruenssin käsitteitä ja ominaisuuksia
- käsitellä aritmeettisia ja geometrisia lukujonoja ja summia
- laskea suppenevan geometrisen sarjan summan
- muodostaa Taylorin polynomeja ja soveltaa niitä numeerisessa laskemisessa
- laskea Fourier-sarjojen kertoimia matematiikkaohjelmien avulla

Sisältö

- Logiikan perusteita
- Lukuteorian perusteita ja sovelluksia
- Kombinatoriikan perusteita ja sovelluksia
- Lukujono ja sarja
- Taylorin sarja
- Fourier-sarja

Oppimateriaalit

All course materials will be published in Itslearning.
We use MATLAB, for which TUAS has a campus licence. You can download it to your own device for free or use MATLAB Online version.
Taking the self-study course MATLAB Basics for ICT is highly recommended prior to the start of Sequences and Series part (Part 2).

Opetusmenetelmät

Part 1, Logic, combinatorics and number theory:
lectures, homework, self-study, exam

Part 2, Sequences and series:
lectures, MATLAB exercises, homework sessions, self-study, exam

Tenttien ajankohdat ja uusintamahdollisuudet

The midterm exam for Part 1 is on 28.10.2025, first retake on 4.11.2025.
The midterm exam for Part 2 is on 16.12.2025, first retake on 2025.
The final retake exam for both parts is on 13.1.2026.
Exact times in the schedule.

Note. Homework and exercises must be submitted in time, there is no way to complement or "retake" them later.

Opiskelijan ajankäyttö ja kuormitus

Part 1:
Intro 1h
Lectures 9*2h
Exam 2h
Self-study (homework, preparing for exams etc.) ~46h.

Part 2:
Lectures 5*2h
Homework sessions 5*2h (Mandatory attendance)
Exam 2h
Self-study (homework, installing and learning Matlab, preparing for exams etc.) ~46h.

Arviointimenetelmät ja arvioinnin perusteet

Achieve at least 40% of the points in both Midterm exams or retakes.
Submit at least 25% of the MATLAB exercises in Part 2 is mandatory to pass the course.
A minimum of 80% attendance is mandatory for Part 2 homework sessions during weeks 10-14.

Additional points from homework will improve your grade.

Hylätty (0)

Less than 40% of the points in one or both of the Midterm exams or retakes.
Less than 25% of MATLAB exercises have been submitted.
Unauthorized non-attendance exceeds 20% of Part 2 homework sessions.

The student has not demonstrated sufficient achievement of the course learning objectives. They recognize and apply only a limited number of course concepts and lack the necessary skills to implement them effectively.

Additionally, the course will be failed if any instance of academic misconduct is detected. The first occurrence—whether misconduct or an attempt—will result in the rejection of the affected exam or assignment. A second offense will lead to failure of the entire course.

Arviointikriteerit, tyydyttävä (1-2)

Student has demonstrated having achieved the learning objectives of the course on satisfactory level. They recognize and can to some extent use most of the concepts of the course topics.

Arviointikriteerit, hyvä (3-4)

Student has demonstrated having achieved the learning objectives of the course well.
They recognize and can use most of the concepts of the course topics, and are able to apply them on various study and work contexts.

Arviointikriteerit, kiitettävä (5)

Student has demonstrated having achieved the learning objectives of the course on excellent level. They master the concepts of the course topics, and are able to fluently apply them on study and work contexts.

Esitietovaatimukset

Tieto- ja viestintätekniikan koulutuksen edeltävät matematiikan opintojaksot (tai vastaavat tiedot ja taidot):
Insinöörimatematiikan perusteet
Calculus

Lisätiedot

Itslearning and email

Homework sessions in Part 2 of the course are mandatory to help students learn MATLAB independently and confidently.