The proposed conference will focus on the state of numerical linear algebra by examining past and present accomplishments as well as opportunities for future research. The catalyst for the meeting is the recent retirement and upcoming 70th birthday of G.W. (Pete) Stewart.

NEW: Pictures from the event

View pictures taken by various participants

A Vibrant Field of Research

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Numerical linear algebra is fundamental to all fields of science and engineering. Quoting from a popular text, Numerical Linear Algebra by Trefethen and Bau:

While the subject dates back to before the first computations were performed by computers, it continues to be a vibrant topic of research. It is central to practical fields like optimization, data mining, signal and image processing, and control, to name a small subset. Recent advances in computer architecture, including the emergence of hardware accellerators like GPGPUs and the Cell Broadband Accellerator, have forced a fresh look at perturbation (e.g., because such processors often do not support IEEE standard arithmetic and/or mix precisions), performance (how to unleash the promised performance), and portability (programmability) issues.


G.W. (Pete) Stewart

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G. W. Stewart is a world-renowned expert in computational linear algebra. It is widely accepted that he is the successor to James Wilkinson, the first giant in the field, taking up both the algorithmic and the perturbation theory research that Wilkinson so ably began. Stewart's results on rounding error in numerical computations provided basic understanding of floating point computation. His results on pertubation of eigensystems, generalized inverses, least squares problems, and matrix factorizations are fundamental to numerical practice today. His algorithms for the singular value decomposition, updating and downdating matrix factorizations, and the eigenproblem broke new ground and are still widely used in an increasing number of applications. His papers, widely cited, are characterized by elegance in theorems and algorithms and clear, concise, and beautiful exposition. His six textbooks are very popular and are excellent sources of knowledge and history. Stewart is a member of the National Academy of Engineering and has received numerous additional honors, including an honorary degree.

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Venue

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The conference will take place in the Avaya Auditorium of Applied Computational Engineering and Sciences (ACES) building on The University of Texas at Austin campus.


Organizing Committee

Invited Speakers

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Zhaojun Bai

University of California at Davis

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Paolo Bientinesi

RWTH Aachen

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David Bindel

Cornell University

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Angelika Bunse-Gerstner

University of Bremen

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Eric de Sturler

Virginia Tech

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Nick Higham

The University of Manchester

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Ilse Ipsen

North Carolina State University

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Tammy Kolda

Sandia National Laboratories

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Che-Rung (Roger) Lee

National Tsing Hua University

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W. Kahan

University of California at Berkeley

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Volker Mehrmann

Technical University Berlin

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Dianne O'Leary

University of Maryland

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Haesun Park

Georgia Institute of Technology

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Beresford Parlett

University of California at Berkeley

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Pau'l Pauca

Wake Forest University

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Michael Stewart

Georgia State University

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Paul Van Dooren

Catholic University of Louvain

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Charlie Van Loan

Cornell University

After dinner:

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Cleve Moler

The Mathworks

Poster Session

Graduate and postdoctoral students are encouraged to submit to the poster session to be held the afternoon of the first day. A mechanism for submission will be put in place later. We expect travel funding to be available to help support some of the graduate and postdoctoral students who participate in the poster session.

Other attendees are welcome to also bring their poster related to the conference topic.

Schedule

Time

Speaker

Title

Note

Monday July 19

8:00-

Registration opens

8:00-8:30

Bagels and fruit in lobby

8:20-8:30

Robert van de Geijn

Welcome

8:30-10:00

Session I

Chair: Robert van de Geijn

Dianne O'Leary
University of Maryland

G. W. Stewart: Selected and Unselected Works

W. Kahan
University of California at Berkeley

Pete's Unsung Contribution to IEEE Standard 754

Abstract

Michael Stewart
Georgia State University

Stability of Methods for Quasiseparable Systems

10:00-10:30

Coffee

10:30-noon

Session II

Chair: Dianne O'Leary

Paul Van Dooren
Catholic University of Louvain

On updating and downdating indefinite matrix factorizations

Abstract

Zhaojun Bai
University of California at Davis

Graded Decompositions of Long Products of Matrices

Abstract

Eric de Sturler
Virginia Tech

Analyzing the Convergence of Recycling Krylov Methods using the CS Decomposition

Abstract

noon-1:30

Lunch

1:30-3:00

Session III

Chair: Misha Kilmer

Charlie Van Loan
Cornell University

Connections between General Tensors and Symmetric Tensors

Tammy Kolda
Sandia National Laboratories

Tensor Eigenvalues

Related paper

Haesun Park
Georgia Institute of Technology

Fast Algorithms for Nonnegative Matrix Factorizations

Abstract

3:00-3:30

Coffee

3:30-5:00

Posters

7:00-

Dinner in honor of G.W. (Pete) Stewart

After Dinner Speaker: Cleve Moler

Tuesday July 20

8:00-8:30

Bagels and fruit in lobby

8:30-10:00

Session IV

Chair: Xiaobai Sun

Ilse Ipsen
North Carolina State University

Accuracy of a randomized algorithm for matrix multiplication

Abstract

Che-Rung (Roger) Lee
National Tsing Hua University

Redesign of Higher level Matrix Algorithms for Multicore and Distributed Computing

Abstract

Pau'l Pauca
Wake Forest University

A Matrix-based Approach for the Development of Quantum Molecular Dynamics Software

10:00-10:30

Coffee

10:30-noon

Session V

Chair: Danny Sorensen

Nick Higham
The University of Manchester

Computing the Action of the Matrix Exponential, with an Application to Exponential Integrators

Abstract

David Bindel
Cornell University

Resonances: Interpretation, Computation, and Perturbation

Angelika Bunse-Gerstner
University of Bremen

Interpolation based model reduction for linear dynamical systems

Abstract

noon-1:30

Lunch

1:30-3:00

Session VI

Chair: Howard Elman

Paolo Bientinesi
RWTH Aachen

A Goal-Oriented and Modular Approach to Stability Analysis

Related Paper

Volker Mehrmann
Technical University Berlin

Structured perturbations for structured matrix polynomials

Abstract

Beresford Parlett
University of California at Berkeley

Detecting localization in eigenvectors of symmetric tridiagonals

3:00-3:30

Coffee

3:30-5:00

Panel

The Future of Numerical Linear Algebra

Moderator: Misha Kilmer

Accommodations

The conference has secured a block of rooms at the AT&T Executive Education and Conference Center at 1900 University Avenue; Austin, TX 78705 at a rate of $139 per night for a single or $159 per night for a double.

To make your reservation please call 512-404-3600 and request a room referencing College of Natural Sciences-Department of Computer Science or promo code COMPSC0710 or online at http://www.meetattexas.com with the same promo code. The cut-off date for the room block is June 17, 2010.

If you are looking to share a room with another person, please contact Gem Naivar (gem@cs.utexas.edu). (Currently there is a female graduate student looking to share with another female attendee.)

Registration

There will be no registration fee for this conference, thanks to the generous support from the sponsors. There will, however, be a charge for those who attend the conference dinner.

Please fill out the conference registration form.

Sponsors

We gratefully acknowledge support from

We are hopeful to secure additional support in the near future.

Acknowledgements


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stewart2010Wiki: FrontPage (last edited 2010-08-09 15:26:59 by RobertVanDeGeijn)