The Geometry of Cylindrical Algebraic Decomposition

The decision problem of the first order theory over the reals is a fundamental problem in symbolic computation. Because many problems emerging from other areas of science and engineering can be directly expressed by a decision problem over the reals, there are more and more interests in developing efficient algorithms for the decision problem. For example, the non-linear real arithmetic (NRA) theory in satisfiability modulo theories (SMT) is a special case of the real decision problem, where all variables are existentially quantified. And there are applications in Robotics, Biology and Economics. More and more new applications are discovered all the time. Besides, the real decision problem is related to many different branches of mathematics, such as logic, geometry, algebra and computation. Therefore, the decision problem over the reals is interesting to both the mathematics community and researchers from other science areas.

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Publication Details

Journal
ACM communications in computer algebra
Published
2024-09-01
DOI
https://doi.org/10.1145/3717582.3717586
Primary Topic
Polynomial and algebraic computation
Type
article
Field-Weighted Citation Impact
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article

The Geometry of Cylindrical Algebraic Decomposition

Rizeng Chen
ACM communications in computer algebra
Polynomial and algebraic computation
article

The Geometry of Cylindrical Algebraic Decomposition

Rizeng Chen
article en

Abstract

The decision problem of the first order theory over the reals is a fundamental problem in symbolic computation. Because many problems emerging from other areas of science and engineering can be directly expressed by a decision problem over the reals, there are more and more interests in developing efficient algorithms for the decision problem. For example, the non-linear real arithmetic (NRA) theory in satisfiability modulo theories (SMT) is a special case of the real decision problem, where all variables are existentially quantified. And there are applications in Robotics, Biology and Economics. More and more new applications are discovered all the time. Besides, the real decision problem is related to many different branches of mathematics, such as logic, geometry, algebra and computation. Therefore, the decision problem over the reals is interesting to both the mathematics community and researchers from other science areas.

ACM communications in computer algebraVol. 58(3)
King University (US), Peking University (CN)
Openalex Percentile: Top 69%
Polynomial and algebraic computation
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The Geometry of Cylindrical Algebraic Decomposition — Rizeng Chen · ACM communications in computer algebra (2024) | TGRS Research Map | TGRS