4.0 Article

Cylindrical Algebraic Decomposition using validated numerics

期刊

JOURNAL OF SYMBOLIC COMPUTATION
卷 41, 期 9, 页码 1021-1038

出版社

ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD
DOI: 10.1016/j.jsc.2006.06.004

关键词

Cylindrical Algebraic Decomposition, CAD; solving inequalities; algebraic inequalities; semialgebraic sets; quantifier elimination

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We present a version of the Cylindrical Algebraic Decomposition (CAD) algorithm which uses interval sample points in the lifting phase, whenever the results can be validated. This gives substantial time savings by avoiding computations with exact algebraic numbers. We use bounds based on Rouche's theorem combined with information collected during the projection phase and during construction of the current cell to validate the singularity structure of roots. We compare empirically our implementation of this variant of CAD with implementations of CAD using exact algebraic sample points (our and QEPCAD) and with our implementation of CAD using interval sample points with validation based solely on interval data. (c) 2006 Elsevier Ltd. All rights reserved.

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