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龙格现象难题破解之系数与阶次双确定方法
引用本文:张雨浓,李名鸣,陈锦浩,劳稳超,吴华荣. 龙格现象难题破解之系数与阶次双确定方法[J]. 计算机工程与应用, 2013, 49(3): 44-49
作者姓名:张雨浓  李名鸣  陈锦浩  劳稳超  吴华荣
作者单位:中山大学 信息科学与技术学院,广州 510006
摘    要:龙格现象指出,使用基于等距节点的高阶插值多项式逼近龙格函数时,插值多项式在逼近区间两端会产生明显的振荡现象。因此,传统认为,不适宜用基于等距节点的高阶多项式逼近龙格函数。针对龙格现象,展示一种新型的多项式系数与阶次双确定方法。该方法可快速构造出基于等距节点的不会振荡且有较高逼近精度的高阶多项式,良好地逼近龙格函数。计算机数值实验表明该方法是有效的,即运用基于等距节点的高阶多项式可以很好地消解龙格现象。

关 键 词:龙格现象  函数逼近  等距节点  高阶多项式  系数与阶次双确定方法  

Solving the problem of Runge phenomenon by coefficients-and-orderdetermination method
ZHANG Yunong , LI Mingming , CHEN Jinhao , LAO Wenchao , WU Huarong. Solving the problem of Runge phenomenon by coefficients-and-orderdetermination method[J]. Computer Engineering and Applications, 2013, 49(3): 44-49
Authors:ZHANG Yunong    LI Mingming    CHEN Jinhao    LAO Wenchao    WU Huarong
Affiliation:School of Information Science and Technology, Sun Yat-sen University, Guangzhou 510006, China
Abstract:The Runge phenomenon demonstrates that it is not suitable to use high-order interpolation polynomials with equidistant nodes to approximate the Runge function, as oscillation occurs near the ends of the interpolation interval. Nevertheless, this paper presents an innovative method called Coefficients-And-Order-Determination(CAOD)method to solve the problem of the Runge phenomenon. This method can efficiently determine the coefficients and the order of the optimal polynomial that approximates the target function. By such a CAOD method, high-order optimal polynomials are constructed for different numbers of equidistant nodes, which all approximate the Runge function without causing oscillation. Thus, such constructed optimal polynomials can achieve high approximation accuracy(i.e., eliminate the Runge phenomenon). Numerical experiment results further substantiate the efficacy and accuracy of the CAOD method.
Keywords:Runge phenomenon   function approximation   equidistant nodes   high-order polynomials   Coefficients-And-Order-Determination(CAOD)method
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