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Algorithms in semi-algebraic geometry.

机译:半代数几何中的算法。

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摘要

In this thesis we present new algorithms to solve several very general problems of semi-algebraic geometry. These are currently the best algorithms for solving these problems. In addition, we have proved new bounds on the topological complexity of real semi-algebraic sets, in terms of the parameters of the polynomial system defining them, which improve some old and widely used results in this field.;In the first part of the thesis we describe new algorithms for solving the decision problem for the first order theory of real closed fields and the more general problem of quantifier elimination. Moreover, we prove some purely mathematical theorems on the number of connected components and on the existence of small rational points in a given semi-algebraic set.;The second part of this thesis deals with connectivity questions of semi-algebraic sets. We develop new techniques in order to give an algorithm for computing roadmaps of semi-algebraic sets.;In the third part of the thesis we extend and improve a classical and widely used result of Oleinik and Petrovsky, Thom and Milnor, bounding the sum of the Betti numbers of semi-algebraic sets. Using the ideas behind this result, we give the first singly exponential algorithm for computing the Euler characteristic of an arbitrary closed semi-algebraic set.;One common thread that links these results is that our bounds are separated into a combinatorial part (the part depending on the number of polynomials) and an algebraic part (the part depending on the degrees of the polynomials). The combinatorial part of the complexity of our algorithms is frequently tight and this marks the improvement of many of our results. This is most striking when one considers that in many applications, for instance in computational geometry, it is the number of polynomials which is the most important parameter.;Another important and new feature of some of our results is that when the given semi-algebraic set is contained in a lower dimensional variety, the combinatorial part of the complexity depends on the dimension of this variety rather than on the dimension of the ambient space and this is often useful in applications.
机译:在本文中,我们提出了新的算法来解决半代数几何的几个非常普遍的问题。这些是目前解决这些问题的最佳算法。另外,根据定义半实数代数系统的多项式系统的参数,我们证明了实半数代数集合的拓扑复杂性的新界限,这改善了该领域中一些古老而广泛使用的结果。本文描述了一种新的算法,用于解决实数封闭域的一阶理论的决策问题,以及更常见的量词消除问题。此外,我们证明了在给定的半代数集合中有关连通分量的数目以及小有理点的存在的一些纯粹的数学定理。本论文的第二部分讨论了半代数集合的连通性问题。我们开发了新技术,以便提供一种算法来计算半代数集的路线图。在论文的第三部分中,我们扩展和改进了Oleinik和Petrovsky,Thom和Milnor的经典且广泛使用的结果,并限制了半代数集的贝蒂数。使用此结果背后的思想,我们给出了第一个用于计算任意封闭半代数集的Euler特征的单指数算法。;链接这些结果的一个共同线索是,我们的边界被分成一个组合部分(该部分取决于多项式的数量)和一个代数部分(该部分取决于多项式的阶数)。我们算法复杂度的组合部分通常很严格,这标志着我们许多结果的改进。当人们认为在许多应用程序中,例如在计算几何中,多项式的数量是最重要的参数时,这是最令人惊讶的;我们某些结果的另一个重要的新特性是,当给定的半代数集合包含在较低维的变量中,复杂性的组合部分取决于变量的维数而不是环境空间的维数,这在应用程序中通常很有用。

著录项

  • 作者

    Basu, Saugata.;

  • 作者单位

    New York University.;

  • 授予单位 New York University.;
  • 学科 Mathematics.;Computer Science.
  • 学位 Ph.D.
  • 年度 1996
  • 页码 187 p.
  • 总页数 187
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 数学;自动化技术、计算机技术;
  • 关键词

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