Games and Decisions in Data Analysis and Modelling

2024/2025

Учебный год

ENG

Обучение ведется на английском языке

6

Кредиты

Кто читает:

Департамент математики

Статус:

Курс по выбору

Когда читается:

1-й курс, 3, 4 модуль

Course Syllabus

Abstract

The aim of the course "Games and Decisions in Data Analysis and Modeling" is to familiarize students with modern models of game theory and decision theory, their applications in modeling and analyzing socio-economic problems, as well as their use in analytical and decision support systems. The course covers fundamental topics in decision theory: individual preferences modelling using binary relations and choice functions, social choice theory, especially the theory of local voting procedures and the theory of majority rule-based solutions. Also, students will consider the problems of decision-making in the network models of participants interaction and models of strategic behavior of players, taking into account the network structure of connections. Game theory studies the strategic interaction of rational agents and plays a central role in the economics, but it is also widely used in biology, political science, military affairs, etc. In this course, we will study non-cooperative and cooperative games, as well as the mechanism design, which is the reverse task, i.e. the development of rules for the interaction of agents that leads to the desired result. Successful completion of the course contributes to the development of useful strategic thinking in life.