Acceleration and Extrapolation Methods

Expired
Dates : 24 July 2023 » 28 July 2023

Place : Providence, Rhode Island
United States

Book your hotel


Organizer : ICERM

Topic : Mathematics and Statistics; Applied Mathematics (in general)
Mathematics and Statistics; Engineering and Technology; Computer science; Chemistry;
Keywords: Applied Mathematics, Machine Learning, Mathematics, Technology, Chemistry, Computational Chemistry
Description :

Solving systems of nonlinear equations and optimization problems are pervasive issues throughout the mathematical sciences with applications in many areas. Acceleration and extrapolation methods have emerged as a key technology to solve these problems efficiently and robustly. The simple underlying idea of these methods is to recombine previous approximations in a sequence to determine the next term or approximation. This approach has been applied repeatedly and from different angles to numerous problems over the last several decades. Important methods including epsilon algorithms and Anderson acceleration were introduced throughout the early and mid-20th century, and are now common in many applied fields including optimization, machine learning, computational chemistry, materials, and climate sciences. Within the last decade, theoretical advances on convergence, acceleration mechanisms, and the development of unified frameworks to understand these methods have come to light, yet our understanding remains incomplete. Fascinating links exist with methods such as Nesterov acceleration and other momentum-based approaches that have been developed in the fields of optimization and machine learning in the past decades. These links and connections with dynamical systems appear to be promising directions for further insight that remain largely unexplored. The goals of this workshop include assessing the state of the art and exploring connections between closely related methods that may have been independently developed; connecting theory to practice by fostering interaction between theorists and applied practitioners; and, encouraging new and continuing collaborations between participants.


ICERM organises its event entitled Acceleration and Extrapolation Methods to be held from 24 July 2023 to 28 July 2023 in Providence, Rhode Island, United States. It covers various areas of Mathematics and Statistics including Applied Mathematics (in general). For more information, visit the website of the conference or contact the organizer.
Add to calendar 2023-07-24 2023-07-28 Europe/London Acceleration and Extrapolation Methods https://www.sciencedz.net/en/conference/94161-acceleration-and-extrapolation-methods Providence, Rhode Island - United States ICERM

Info Cheap flights Best hotel deals

Related sections :

Conferences and seminars in Rhode Island
Conferences and seminars in United States
Conferences and seminars in United States in 2023
Conferences and seminars in Mathematics and Statistics
Conferences and seminars in Mathematics and Statistics in 2023
Conferences and seminars in Mathematics and Statistics in United States
Conferences and seminars in Mathematics and Statistics in United States in 2023
All events
Events by country

Disclaimer : We aim to provide correct and reliable information about upcoming events, but cannot accept responsibility for the text of announcements or for the bona fides of event organizers. Please feel free to contact us if you notice incorrect or misleading information and we will attempt to correct it.We are not involved in the organization of any of the events listed and we do not handle registration payments on behalf of the organizers.