http://www.dagstuhl.de/12391

23. – 28. September 2012, Dagstuhl Seminar 12391

Algorithms and Complexity for Continuous Problems

Organisatoren

Alexander Keller (NVIDIA GmbH – Berlin, DE)
Frances Y. Kuo (UNSW – Sydney, AU)
Andreas Neuenkirch (Universität Mannheim, DE)
Joseph F. Traub (Columbia University – New York, US)


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Auskunft zu diesem Dagstuhl Seminar erteilt

Dagstuhl Service Team

Dokumente

Dagstuhl Report, Volume 2, Issue 9 Dagstuhl Report
Teilnehmerliste
Gemeinsame Dokumente
Dagstuhl's Impact: Dokumente verfügbar
Programm des Dagstuhl Seminars [pdf]

Summary

This was already the 11th Dagstuhl Seminar on Algorithms and Complexity for Continuous Problems over a period of 21 years. It brought together researchers from different communities working on computational aspects of continuous problems, including computer scientists, numerical analysts, applied and pure mathematicians. Although the seminar title has remained the same many of the topics and participants change with each seminar and each seminar in this series is of a very interdisciplinary nature.

Continuous computational problems arise in diverse areas of science and engineering. Examples include path and multivariate integration, approximation, optimization, as well as operator equations. Typically, only partial and/or noisy information is available, and the aim is to solve the problem within a given error tolerance using the minimal amount of computational resources. For example, in high-dimensional integration one wants to compute an varepsilon-approximation to the integral with the minimal number of function evaluations. Here it is crucial to identify first the relevant variables of the function. Understanding the complexity of such problems and construction of efficient algorithms is both important and challenging.

The current seminar attracted 51 participants from more than 10 different countries all over the world. About 30% of them were young researchers including PhD students. There were 40 presentations covering in particular the following topics:

  • Biomedical learning problems
  • Random media
  • Computational finance
  • Noisy data
  • Tractability
  • Quantum computation
  • Computational stochastic processes
  • High-dimensional problems

The work of the attendants was supported by a variety of funding agencies. This includes the Deutsche Forschungsgemeinschaft, the Austrian Science Fund, the National Science Foundation (USA), and the Australian Research Council. Many of the attendants from Germany were supported within the DFG priority program SPP 1324 on "Extraction of Quantifiable Information from Complex Systems", which is strongly connected to the topics of the seminar.

As always, the excellent working conditions and friendly atmosphere provided by the Dagstuhl team have led to a rich exchange of ideas as well as a number of new collaborations. Selected papers related to this seminar will be published in a special issue of the Journal of Complexity.

Dagstuhl Seminar Series

Classification

  • Data Structures/Algorithms/Complexity

Keywords

  • Biomedical learning problems
  • Random media
  • Computational finance
  • Noisy data
  • Tractability
  • Quantum computation
  • Computational stochastic processes
  • High-dimensional problems

Buchausstellung

Bücher der Teilnehmer 

Buchausstellung im Erdgeschoss der Bibliothek

(nur in der Veranstaltungswoche).

Dokumentation

In der Reihe Dagstuhl Reports werden alle Dagstuhl-Seminare und Dagstuhl-Perspektiven-Workshops dokumentiert. Die Organisatoren stellen zusammen mit dem Collector des Seminars einen Bericht zusammen, der die Beiträge der Autoren zusammenfasst und um eine Zusammenfassung ergänzt.

 

Download Übersichtsflyer (PDF).

Publikationen

Es besteht weiterhin die Möglichkeit, eine umfassende Kollektion begutachteter Arbeiten in der Reihe Dagstuhl Follow-Ups zu publizieren.

Dagstuhl's Impact

Bitte informieren Sie uns, wenn eine Veröffentlichung ausgehend von
Ihrem Seminar entsteht. Derartige Veröffentlichungen werden von uns in der Rubrik Dagstuhl's Impact separat aufgelistet  und im Erdgeschoss der Bibliothek präsentiert.