Robust algorithms in a program library for geometric computation

Peter Schorn
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引用次数: 3

Abstract

Computational geometry, dealing with the efficient algoritiimic solution of geometric problems, has developed many algorithms and techniques. This dissertation deals with me question of how to produce good software for geometric computation. Using 2-dimensional problems, we present three novel techniques for coping with the problem of robustness, i.e. how to create algoritiims that correctly process even degenerate input data. In the axiomatic approach we implement die geometric primitives using rounded arithmetic such diat the essential properties needed to maintain an algorithm's invariant are preserved. In the method of explicitly detecting nearly degenerate configurations we treat diose configurations as exact degeneracies, often resulting in a provably robust implemen¬ tation. A topological argument reduces the precision requirements for an exact result in certain plane sweep algorithms. We describe the design and implementation of the XYZ GeoBench (experimental geometrY Zurich), a workbench for geometric computation. The GeoBench is a programming environment, implemented in an object oriented language, for the rapid prototyping of geometric software and a testbed for experiments. Algorithm animation is used for demonstration purposes and debugging. As an answer to the problem of robust geometric software we offer die XYZ Library which is based on the GeoBench and has been tested in various experiments.
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几何计算程序库中的鲁棒算法
计算几何,处理几何问题的有效算法解决,已经发展了许多算法和技术。本文研究的是如何制作出好的几何计算软件的问题。利用二维问题,我们提出了三种处理鲁棒性问题的新技术,即如何创建正确处理甚至退化的输入数据的算法。在公理化方法中,我们使用四舍五入算法实现几何原语,这样就保留了保持算法不变性所需的基本属性。在显式检测近简并配置的方法中,我们将模糊配置视为精确简并,通常会得到可证明的鲁棒实现。在某些平面扫描算法中,拓扑参数降低了精确结果的精度要求。我们描述了XYZ gebench(实验几何苏黎世)的设计和实现,这是一个用于几何计算的工作台。gebench是一个用面向对象语言实现的编程环境,用于几何软件的快速原型设计和实验测试平台。算法动画用于演示和调试。为了解决鲁棒几何软件的问题,我们提供了基于gebench的模具XYZ库,并在各种实验中进行了测试。
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Robust algorithms in a program library for geometric computation
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