https://www.dagstuhl.de/02401

September 29 – October 4 , 2002, Dagstuhl Seminar 02401

Algorithms and Complexity for Continuous Problems

Organizers

Leszek Plaskota (University of Warsaw, PL)
Klaus Ritter (TU Darmstadt, DE)
Ian H. Sloan (UNSW – Sydney, AU)
Joseph F. Traub (Columbia University – New York, US)

For support, please contact

Dagstuhl Service Team

Documents

List of Participants
Dagstuhl's Impact: Documents available
Dagstuhl-Seminar-Report 356

Scope

Theoretical and applied research on algorithms and complexity for continuous problems

Scientific Motivation

Continuous computational problems arise in diverse areas of science and engineering. There is great interest in computational aspects of multivariate problems. Examples include path and multivariate integration, function approximation, optimization, differential, integral and operator equations. Understanding the complexity of such problems and construction of efficient algorithms is both important and challenging.

An exciting area of research is algorithms and complexity for quantum computation. There will be a number of talks in this area. The study of quantum algorithms and complexity for continuous problems was recently initiated and will be discussed.

A major focus of the Workshop will continue to be the complexity of high dimensional problems and their tractability. Efficient or, ideally, optimal algorithms will be presented. Since Monte Carlo and/or quasi-Monte Carlo algorithms are often used for such problems, their efficiency will be addressed. There will be a number of talks on applications to finance. Models of computation and various settings (e.g., worst case, average case, or probabilistic) are important parts of the complexity study and these will be discussed as well.

Selected papers from the workshop will be published in a special issue of the Journal of Complexity.

Dagstuhl Seminar Series

Book exhibition

Books from the participants of the current Seminar 

Book exhibition in the library, ground floor, during the seminar week.

Documentation

In the series Dagstuhl Reports each Dagstuhl Seminar and Dagstuhl Perspectives Workshop is documented. The seminar organizers, in cooperation with the collector, prepare a report that includes contributions from the participants' talks together with a summary of the seminar.

 

Download overview leaflet (PDF).

Publications

Furthermore, a comprehensive peer-reviewed collection of research papers can be published in the series Dagstuhl Follow-Ups.

Dagstuhl's Impact

Please inform us when a publication was published as a result from your seminar. These publications are listed in the category Dagstuhl's Impact and are presented on a special shelf on the ground floor of the library.

NSF young researcher support