Fast algorithms for polynomial solutions of linear differential equations

A. Bostan, T. Cluzeau, B. Salvy
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引用次数: 28

Abstract

We investigate polynomial solutions of homogeneous linear differential equations with coefficients that are polynomials with integer coefficients. The problems we consider are the existence of nonzero polynomial solutions, the determination of the dimension of the vector space of polynomial solutions, the computation of a basis of this space. Previous algorithms have a bit complexity that is at least quadratic in the largest integer valuation N of formal Laurent series solutions at infinity, even for merely detecting the existence of nonzero polynomial solutions. We give a deterministic algorithm that computes a compact representation of a basis of polynomial solutions in O(Nlog3N) bit operations. We also give a probabilistic algorithm that computes the dimension of the space of polynomial solutions in O(√Nlog2N) bit operations. In general, the integer N is not polynomially bounded in the bit size of the input differential equation. We isolate a class of equations for which detecting nonzero polynomial solutions can be performed in polynomial complexity. We discuss implementation issues and possible extensions.
线性微分方程多项式解的快速算法
我们研究了系数为整系数多项式的齐次线性微分方程的多项式解。我们考虑的问题是非零多项式解的存在性,多项式解的向量空间维数的确定,这个空间的一组基的计算。以前的算法有一点复杂性,即使仅仅检测非零多项式解的存在,在无穷远处形式洛朗级数解的最大整数值N中至少是二次的。我们给出了一个确定性算法,该算法在O(Nlog3N)位运算中计算多项式解的基的紧凑表示。我们还给出了一个概率算法,该算法在O(√Nlog2N)位运算中计算多项式解空间的维数。一般来说,整数N在输入微分方程的位大小上不是多项式有界的。我们分离出一类可以用多项式复杂度检测非零多项式解的方程。我们将讨论实现问题和可能的扩展。
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