Numerical integration in a symbolic context

K. Geddes
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引用次数: 16

Abstract

Techniques for numerical integration within a symbolic computation environment are discussed. The goal is to develop a fully automated numerical integration code that handles infinite intervals of integration and that handles various types of integrand singularities. Such a code should also be able to compute to arbitrarily high precision. For the case of an analytic integrand on a finite interval, a Clenshaw-Curtis quadrature routine is used. A concept of general (non-Taylor) series expansions forms the basis of techniques for identifying transformations that may yield an analytic integrand. For the case when no transformation is successful, the general series expansion is used to represent the integrand and it is directly integrated to move beyond the singular point. The latter technique relies on a powerful symbolic integrator that can express integrals in terms of special functions.
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符号上下文中的数值积分
讨论了符号计算环境下的数值积分技术。目标是开发一个完全自动化的数值积分代码,该代码可以处理无限积分区间和处理各种类型的被积和奇点。这样的代码还应该能够计算到任意高的精度。对于有限区间上的解析被积函数,使用了克伦肖-柯蒂斯正交例程。一般(非泰勒)级数展开式的概念构成了识别可能产生解析被积函数的变换的技术基础。对于变换不成功的情况,用一般级数展开表示被积函数,直接积分使其超越奇点。后一种技术依赖于一个强大的符号积分器,它可以用特殊函数表示积分。
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