DagSemProc.09061.18.pdf
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The CPR Method and Beyond : Prologue
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Dagstuhl Seminar Proceedings, Volume 9061
Series: Dagstuhl Seminar Proceedings (DagSemProc) - License:
Creative Commons Attribution 4.0 International license
- Publication Date: 2009-07-24
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Shahadat Hossain and Trond Steihaug. The CPR Method and Beyond : Prologue. In Combinatorial Scientific Computing. Dagstuhl Seminar Proceedings, Volume 9061, pp. 1-3, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2009)
https://doi.org/10.4230/DagSemProc.09061.18
https://doi.org/10.4230/DagSemProc.09061.18
Abstract
In $1974$ A.R. Curtis, M.J.D. Powell, and J.K.Reid published a seminal paper on the estimation of Jacobian matrices which was later coined as the CPR method. Central to the CPR method is the effective utilization of a priori known sparsity information. It is only recently that the optimal CPR method in its general form is characterized and the theoretical underpinning for the optimality is shown. In this short note we provide an overview of the development of computational techniques and software tools for the estimation of Jacobian
matrices.
Keywords
- Structural Orthogonality
- Optimal CPR
- Sparse Jacobian Estimation Software
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