Please note! Course description is confirmed for two academic years, which means that in general, e.g. Learning outcomes, assessment methods and key content stays unchanged. However, via course syllabus, it is possible to specify or change the course execution in each realization of the course, such as how the contact sessions are organized, assessment methods weighted or materials used.

LEARNING OUTCOMES

This course will deepen your knowledge and skills in algorithm design. You will become familiar with a number of advanced design principles and tradeoffs between objectives and computational resources.

Credits: 5

Schedule: 07.01.2025 - 03.04.2025

Teacher in charge (valid for whole curriculum period):

Teacher in charge (applies in this implementation): Petteri Kaski

Contact information for the course (applies in this implementation):

CEFR level (valid for whole curriculum period):

Language of instruction and studies (applies in this implementation):

Teaching language: English. Languages of study attainment: English

CONTENT, ASSESSMENT AND WORKLOAD

Content
  • valid for whole curriculum period:

    Advanced algorithm design techniques such as randomization, approximation, parameterisation, and algebrisation. Examples of contemporary advanced algorithms and supporting data structures. Tradeoffs between objectives and computational resources. The course consists of a fixed core part and a varying part covering topics of current interest.

Assessment Methods and Criteria
  • valid for whole curriculum period:

    Points earned from weekly problem sets determine the course grade.

Workload
  • valid for whole curriculum period:

    Lectures. Teaching in small groups. Independent work.

DETAILS

Study Material
  • valid for whole curriculum period:

    Lecture notes and articles.

Substitutes for Courses
Prerequisites

FURTHER INFORMATION

Further Information
  • valid for whole curriculum period:

    Teaching Language: English

    Teaching Period: 2024-2025 Spring III - IV
    2025-2026 Spring III - IV