Fast interpolation and multiplication of unbalanced polynomials

Pascal Giorgi, Bruno Grenet, Armelle Perret du Cray, Daniel S. Roche
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Abstract

We consider the classical problems of interpolating a polynomial given a black box for evaluation, and of multiplying two polynomials, in the setting where the bit-lengths of the coefficients may vary widely, so-called unbalanced polynomials. Writing s for the total bit-length and D for the degree, our new algorithms have expected running time $\tilde{O}(s \log D)$, whereas previous methods for (resp.) dense or sparse arithmetic have at least $\tilde{O}(sD)$ or $\tilde{O}(s^2)$ bit complexity.
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非平衡多项式的快速插值和乘法
我们考虑了给定黑盒求值的多项式插值和两个多项式相乘的经典问题,在这种情况下,系数的比特长度可能变化很大,即所谓的不平衡多项式。用 s 表示总位长,用 D 表示度数,我们的新算法的预期运行时间为 $\tilde{O}(s \log D)$,而以前的密集或稀疏算术方法至少有 $\tilde{O}(sD)$ 或 $\tilde{O}(s^2)$ 的位复杂度。
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