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Магистратура 2021/2022

Фурье-анализ и его прикладные аспекты

Направление: 01.04.02. Прикладная математика и информатика
Когда читается: 1-й курс, 3 модуль
Формат изучения: без онлайн-курса
Охват аудитории: для всех кампусов НИУ ВШЭ
Прогр. обучения: Системный анализ и математические технологии
Язык: английский
Кредиты: 3

Course Syllabus

Abstract

This program defines the minimal requirements for student competencies, sets up the contents and formats of classes. The program is aimed at lecturers, teaching assistants and students of the specialization 01.04.04 “Applied mathematics” enrolled in the master’s program “Supercomputer simulation in science and engineering”. The program is constructed according to • FGOS VPO on the specialization 01.04.04 “Applied mathematics”. • Working plan of the university on the specialization 01.04.04 “Applied mathematics”. The learning objectives of the development of the discipline "Fourier analysis and its applications" are the formation of students' basic knowledge in the field of modern Fourier analysis and approximation theory, as well as the skills and abilities of their application in various tasks of natural science content; the formation of research skills and the ability to apply them in practice.
Learning Objectives

Learning Objectives

  • The learning objectives of the development of the discipline "Fourier analysis and its applications" are the formation of students' basic knowledge in the field of modern Fourier analysis and approximation theory
Expected Learning Outcomes

Expected Learning Outcomes

  • • be able to use mathematical machinery of the course in subsequent learning and professional activities.
  • • know basic ideas of Functional analysis, Fourier analysis, theory of functional spaces etc;
  • • understand and be able to reproduce proofs of the key course theorems;
Course Contents

Course Contents

  • Metric spaces. Linear normed spaces. Eucleadean spaces. Linear operators.
  • The space of integrable functions L_1. The Hölder and Minkowski inequalities. L_p spaces
  • Approximation by polynomials: Taylor’s theorem, Weierstass’ theorem
  • Convolution of functions defined on real line and one dimensional torus.
  • Fourier coefficients of periodic functions (definition and properties). Partial sums of Fourie series in terms of the convolution
  • Cesaro’s method of summation. Fejer’s theorem The Fourier series and orthogonality. Square integrable functions. The Parseval identity
  • Classical Fourier means. General construction of Fourier means.
  • The space of Schwartz rapidly decreasing functions on real line and its properties (convolution, pointwise multiplication)
  • The Fourier transform of Schwartz rapidly decreasing functions (inversion formula, Parseval identity, Fourier transform and differentiation)
  • The Fourier transform of other type of functions (square integrable functions, continuous functions) The distributional approach to the definition of the Fourier transform. Poisson’s summation formula
  • Convergence of the Fourier means in Lp spaces.
  • Quantitative questions: modulus of continuity and modulus of smoothness
  • Theorems of Jackson and Bernstein type
Assessment Elements

Assessment Elements

  • non-blocking Аудиторная работа
  • non-blocking Домашние задания
  • non-blocking Экзамен
Interim Assessment

Interim Assessment

  • 2021/2022 3rd module
    0.25 * Аудиторная работа + 0.25 * Домашние задания + 0.5 * Экзамен
Bibliography

Bibliography

Recommended Core Bibliography

  • Ряды Фурье; Теория поля; Аналитические и специальные функции; преобразование Лапласа : уч. пособие, Романовский, П. И., 1980

Recommended Additional Bibliography

  • Седлецкий А.М. - Классы аналитических преобразований Фурье и экспоненциальные аппроксимации - Издательство "Физматлит" - 2005 - ISBN: 5-9221-0611-2 - Текст электронный // ЭБС ЛАНЬ - URL: https://e.lanbook.com/book/59400