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https://doi.org/10.1109/pdcat....
Article . 2008 . Peer-reviewed
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A Data-Parallel Algorithm to Reliably Solve Systems of Nonlinear Equations

Authors: Goualard, Frédéric; Goldsztejn, Alexandre;

A Data-Parallel Algorithm to Reliably Solve Systems of Nonlinear Equations

Abstract

Numerical methods based on interval arithmetic are efficient means to reliably solve nonlinear systems of equations. Algorithm bc3revise is an interval method that tightens variables' domains by enforcing a property called box consistency. It has been successfully used on difficult problems whose solving eluded traditional numerical methods. We present a new algorithm to enforce box consistency that is simpler than bc3revise, faster, and easily data parallelizable. A parallel implementation with Intel SSE2 SIMD instructions shows that an increase in performance of up to an order of magnitude and more is achievable.

Comment: 10 pages

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Keywords

SIMD algorithm, [INFO.INFO-NA] Computer Science [cs]/Numerical Analysis [cs.NA], nonlinear equations, [INFO.INFO-AO] Computer Science [cs]/Computer Arithmetic, Mathematics - Numerical Analysis, interval arithmetic

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
Green