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Albert N. Shiryaev (editor) - Recent Developments in Stochastic Methods and Applications: ICSM-5, Moscow, Russia, November 23–27, 2020, Selected Contributions: 371 (Springer Proceedings in Mathematics & Statistics, 371)

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Albert N. Shiryaev (editor) Recent Developments in Stochastic Methods and Applications: ICSM-5, Moscow, Russia, November 23–27, 2020, Selected Contributions: 371 (Springer Proceedings in Mathematics & Statistics, 371)

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Highlighting the latest advances in stochastic analysis and its applications, this volume collects carefully selected and peer-reviewed papers from the 5th International Conference on Stochastic Methods (ICSM-5), held in Moscow, Russia, November 23-27, 2020. The contributions deal with diverse topics such as stochastic analysis, stochastic methods in computer science, analytical modeling, asymptotic methods and limit theorems, Markov processes, martingales, insurance and financial mathematics, queueing theory and stochastic networks, reliability theory, risk analysis, statistical methods and applications, machine learning and data analysis. The 29 articles in this volume are a representative sample of the 87 high-quality papers accepted and presented during the conference. The aim of the ICSM-5 conference is to promote the collaboration of researchers from Russia and all over the world, and to contribute to the development of the field of stochastic analysis and applications of stochastic models.

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Book cover of Recent Developments in Stochastic Methods and Applications - photo 1
Book cover of Recent Developments in Stochastic Methods and Applications
Volume 371
Springer Proceedings in Mathematics & Statistics

This book series features volumes composed of selected contributions from workshops and conferences in all areas of current research in mathematics and statistics, including operation research and optimization. In addition to an overall evaluation of the interest, scientific quality, and timeliness of each proposal at the hands of the publisher, individual contributions are all refereed to the high quality standards of leading journals in the field. Thus, this series provides the research community with well-edited, authoritative reports on developments in the most exciting areas of mathematical and statistical research today.

More information about this series at http://www.springer.com/series/10533

Editors
Albert N. Shiryaev , Konstantin E. Samouylov and Dmitry V. Kozyrev
Recent Developments in Stochastic Methods and Applications
ICSM-5, Moscow, Russia, November 2327, 2020, Selected Contributions
1st ed. 2021
Logo of the publisher Editors Albert N Shiryaev Steklov Mathematical - photo 2
Logo of the publisher
Editors
Albert N. Shiryaev
Steklov Mathematical Institute of RAS, Moscow, Russia
Konstantin E. Samouylov
Applied Probability & Informatics, Department of Applied Probability and Informatics, RUDN University, Moscow, Russia
Dmitry V. Kozyrev
Applied Probability & Informatics, Department of Applied Probability and Informatics, RUDN University, Moscow, Russia
ISSN 2194-1009 e-ISSN 2194-1017
Springer Proceedings in Mathematics & Statistics
ISBN 978-3-030-83265-0 e-ISBN 978-3-030-83266-7
https://doi.org/10.1007/978-3-030-83266-7
Mathematics Subject Classication (2010): 60Gxx 60Hxx 62Pxx 60K25
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021
This work is subject to copyright. All rights are solely and exclusively licensed by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.
The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Switzerland AG

The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

Preface

This volume contains a collection of revised selected full-text papers presented at the 5th International Conference on Stochastic Methods (ICSM-5), held in Moscow, Russia, November 2327, 2020.

ICSM-5 is the successor to the previous conferencesthe All-Russian Colloquium School on Stochastic Methods (held from 1994 till 2013) and the ICSM serieswhich took place in the last 5 years. ICSM-5 inherits its conferencing features configuration and the traditions initiated by the previous conferences and keeps and develops the ICSM participants international community formed in the last several years of successful work. The aim of ICSM-5 is to unite the efforts of Russian and foreign researchers from various academic and research organizations for the development, exchange and generalization of the accumulated experience in the field of stochastic analysis and applications of stochastic modeling methods. The geography of the conference participants is traditionally wide and covers all parts of the world. In 2020, ICSM-5 gathered 110 submissions from authors from 19 different countries. From these, 87 high-quality papers in English were accepted and presented during the conference. The current volume contains 29 extended papers which were recommended by session chairs and selected by the Scientific Committee for Springer post-proceedings.

The content of this volume is related to the following subjects:
  • Analytical modeling,

  • Asymptotic methods and limit theorems,

  • Stochastic analysis,

  • Markov processes,

  • Martingales,

  • Insurance and financial mathematics,

  • Queuing theory and stochastic networks,

  • Reliability theory and risk analysis,

  • Statistical methods and applications,

  • Stochastic methods in computer science,

  • Machine learning and data analysis,

  • Probability in industry, economics and other fields.

All the papers selected for the post-proceedings volume are given in the form presented by the authors. These papers are of interest to everyone working in the field of stochastic analysis and applications of stochastic models.

Albert N. Shiryaev Scientific Committee Chair
February 2021
Organization

ICSM-5 was jointly organized by Steklov International Mathematical Center, Steklov Mathematical Institute of RAS, Lomonosov Moscow State University (MSU), Peoples Friendship University of Russia (RUDN University) and Don State Technical University (DSTU).

Organizing Committee
Chairmen
A. N. Shiryaev

Steklov Mathematical Institute of RAS, Russia

V. M. Filippov

RUDN University, Russia

Vice-chairmen
K. E. Samouylov

RUDN University, Russia

P. A. Yaskov

Steklov Mathematical Institute of RAS, Russia

I. V. Pavlov

Don State Technical University, Russia

V. V. Rykov

Gubkin University, and RUDN University, Russia

A. S. Holevo

Steklov Mathematical Institute of RAS, Russia

Members
A. A. Muravlev

Steklov Mathematical Institute of RAS, Russia

M. V. Zhitlukhin

Steklov Mathematical Institute of RAS, Russia

Yu. V. Gaidamaka

RUDN University, Russia

D. V. Kozyrev

RUDN University, and V.A.Trapeznikov Institute of Control Sciences of RAS, Russia

D. A. Shabanov

Lomonosov Moscow State University, Russia

E. B. Yarovaya

Lomonosov Moscow State University, Russia

S. I. Uglich

Don State Technical University, Russia

E. V. Burnaev

Skolkovo Institute of Science and Technology, Russia

V. Yu. Korolev

Lomonosov Moscow State University, Russia

V. V. Ulyanov

Lomonosov Moscow State University, Russia

N. V. Smorodina

St. Petersburg Department of V.A.Steklov Institute of Mathematics of RAS, Russia

Local Organizing Committee
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