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A concise proof of the Kronecker polynomial system solver from scratch

机译:从零开始的Kronecker多项式系统求解器的简洁证明

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摘要

Nowadays polynomial system solvers are involved in sophisticated computations in algebraic geometry as well as in practical engineering. The most popular algorithms are based on Grobner bases, resultants, Macaulay matrices, or triangular decompositions. In all these algorithms, multivariate polynomials are expanded in a monomial basis, and the computations mainly reduce to linear algebra. The major drawback of these techniques is the exponential explosion of the size of the polynomials needed to represent highly positive dimensional solution sets. Alternatively, the "Kronecker solver" uses data structures to represent the input polynomials as the functions that compute their values at any given point. In this paper, we present the first self-contained and student friendly version of the Kronecker solver, with a substantially simplified proof of correctness. In addition, we enhance the solver in order to compute the multiplicities of the zeros without any extra cost.
机译:如今,多项式系统求解器涉及代数几何以及实际工程中的复杂计算。最受欢迎的算法基于Grobner基,结果,Macaulay矩阵或三角分解。在所有这些算法中,多元多项式在单项式基础上扩展,并且计算主要减少为线性代数。这些技术的主要缺点是表示高度正维解集所需的多项式大小呈指数爆炸式增长。或者,“ Kronecker求解器”使用数据结构将输入多项式表示为在任何给定点计算其值的函数。在本文中,我们提出了Kronecker求解器的第一个独立且对学生友好的版本,并大大简化了正确性的证明。另外,我们增强了求解器,以便在不增加任何额外成本的情况下计算零的多重性。

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