Applicability of standard forward column/row recurrence equations for ALFs

IF 0.7 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Applied Geophysics Pub Date : 2023-03-02 DOI:10.1007/s11770-022-0946-2
Han-Wei Zhang, Hua Zhang, Xiao-Ling Li, Yong-Qin Yang
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Abstract

Fully normalized associated Legendre functions (fnALFs) are a set of orthogonal basis functions that are usually calculated by using the recurrence equation. This paper presented the applicability and universality of the standard forward column/row recurrence equation based on the isolated singular factor method and extended-range arithmetic. Isolating a singular factor is a special normalization method that can improve the universality of the standard forward row recurrence equation to a certain extent, its universality can up to degree hundreds. However, it is invalid for standard forward column recurrence equation. The extended-range arithmetic expands the double-precision number field to the quad-precision number field. The quad-precision number field can retain more significant digits in the operation process and express larger and smaller numbers. The extended-range arithmetic can significantly improve the applicability and universality of the standard forward column/row recurrence equations, its universality can up to degree several thousand. However, the quad-precision number field operation needs to occupy more storage space, which is why its operation speed is slow and undesirable in practical applications. In this paper, the X-number method is introduced in the standard forward row recurrence equation for the first time. With the use of the X-number method, fnALFs can be recursed to 4.2 billion degree by using standard forward column/row recurrence equations.

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标准前向列/行递推方程对ALFs的适用性
完全归一化相关勒让德函数(fnalf)是一组正交基函数,通常使用递归方程计算。本文给出了基于孤立奇异因子法和增程算法的标准正向列/行递推方程的适用性和通用性。孤立奇异因子是一种特殊的归一化方法,它能在一定程度上提高标准正递归方程的通用性,其通用性可达数百次。但对于标准的正列递推方程则不成立。扩展范围算法将双精度数字字段扩展为四精度数字字段。四精度数字字段可以在运算过程中保留更多的有效数字,表示更大更小的数字。该增程算法显著提高了标准正向列/行递推方程的适用性和通用性,其通用性可达几千级。然而,四精度数字字段运算需要占用更多的存储空间,这就是为什么它的运算速度较慢,在实际应用中是不可取的。本文首次在标准的正递推方程中引入了x数法。利用x数法,利用标准的前向列/行递归方程,可将fnALFs递归到42亿次。
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来源期刊
Applied Geophysics
Applied Geophysics 地学-地球化学与地球物理
CiteScore
1.50
自引率
14.30%
发文量
912
审稿时长
2 months
期刊介绍: The journal is designed to provide an academic realm for a broad blend of academic and industry papers to promote rapid communication and exchange of ideas between Chinese and world-wide geophysicists. The publication covers the applications of geoscience, geophysics, and related disciplines in the fields of energy, resources, environment, disaster, engineering, information, military, and surveying.
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