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Certifying solutions to overdetermined and singular polynomial systems over Q

机译:通过Q过度和奇异多项式系统认证解决方案

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摘要

This paper is concerned with certifying that a given point is near an exactroot of an overdetermined or singular polynomial system with rationalcoefficients. The difficulty lies in the fact that consistency ofoverdetermined systems is not a continuous property. Our certification is basedon hybrid symbolic-numeric methods to compute the exact "rational univariaterepresentation" (RUR) of a component of the input system from approximateroots. For overdetermined polynomial systems with simple roots, we compute aninitial RUR from approximate roots. The accuracy of the RUR is increased viaNewton iterations until the exact RUR is found, which we certify using exactarithmetic. Since the RUR is well-constrained, we can use it to certify thegiven approximate roots using alpha-theory. To certify isolated singular roots,we use a determinantal form of the "isosingular deflation", which adds newpolynomials to the original system without introducing new variables. Theresulting polynomial system is overdetermined, but the roots are now simple,thereby reducing the problem to the overdetermined case. We prove that ouralgorithms have complexity that are polynomial in the input plus the outputsize upon successful convergence, and we use worst case upper bounds fortermination when our iteration does not converge to an exact RUR. Examples areincluded to demonstrate the approach.
机译:本文关注于证明给定点在具有合理系数的超定或奇异多项式系统的精确根附近。困难在于,超额确定的系统的一致性不是连续的属性。我们的认证基于混合符号数字方法,可从近似根计算输入系统组件的精确“有理单变量表示”(RUR)。对于具有简单根的超定多项式系统,我们从近似根计算初始RUR。通过牛顿迭代提高RUR的精度,直到找到确切的RUR,我们使用精确算术证明了这一点。由于RUR受到严格约束,因此我们可以使用它使用alpha理论来证明给定的近似根。为了证明孤立的奇异根,我们使用“孤立奇异的放气”的确定形式,它将新多项式添加到原始系统中而不引入新变量。结果多项式系统是超定的,但其根现在很简单,从而将问题简化为超定的情况。我们证明了算法在成功收敛后具有输入与输出大小多项式的复杂度,并且当我们的迭代未收敛到精确的RUR时,我们使用了最坏情况的上限限制。包括示例以说明该方法。

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