Fast High-Resolution Drawing of Algebraic Curves

Nuwan Herath Mudiyanselage, G. Moroz, M. Pouget
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Abstract

We address the problem of computing a drawing of high resolution of a plane curve defined by a bivariate polynomial equation P(x,y)=0. Given a grid of fixed resolution, a drawing is a subset of pixels. Our goal is to compute an approximate drawing that (i) contains all the parts of the curve that intersect the pixel edges, (ii) excludes a pixel when the evaluation of P with interval arithmetic on each of its four edges is far from zero. One of the challenges for computing drawings on a high-resolution grid is to minimize the complexity due to the evaluation of the input polynomial. Most state-of-the-art approaches focus on bounding the number of independent evaluations. Using state-of-the-art Computer Algebra techniques, we design new algorithms that amortize the evaluations and improve the complexity for computing such drawings. Our main contribution is to use a non-uniform grid based on the Chebyshev nodes to take advantage of multipoint evaluation techniques via the Discrete Cosine Transform. We propose two new algorithms that compute drawings and compare them experimentally on several classes of high degree polynomials. Notably, one of those approaches is faster than state-of-the-art drawing software.
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代数曲线的快速高分辨率绘图
我们解决了由二元多项式方程P(x,y)=0定义的平面曲线的高分辨率计算问题。给定一个固定分辨率的网格,绘图是像素的子集。我们的目标是计算一个近似的绘图,(i)包含与像素边缘相交的曲线的所有部分,(ii)当用区间算法对其四个边缘的每一个P的评估都远离零时,排除一个像素。在高分辨率网格上计算图形的挑战之一是最小化由于输入多项式的计算而引起的复杂性。大多数最先进的方法侧重于限制独立评估的数量。使用最先进的计算机代数技术,我们设计了新的算法来分摊评估并提高计算此类绘图的复杂性。我们的主要贡献是使用基于Chebyshev节点的非均匀网格,通过离散余弦变换利用多点评估技术。我们提出了两种计算图形的新算法,并在几类高次多项式上对它们进行了实验比较。值得注意的是,其中一种方法比最先进的绘图软件更快。
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