使用非星形有理内核的分数动态行为建模算法

IF 1.8 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Algorithms Pub Date : 2023-12-31 DOI:10.3390/a17010020
Jocelyn Sabatier, C. Farges
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引用次数: 0

摘要

本文提出了使用非奇异有理核对分数(动态)行为建模的算法,首先在纯幂律函数上证明了这些算法的重要性。然后,提出了两种算法,以找到一种能拟合输入输出数据的非奇异有理核。第一种算法从数据中推导出建模系统的脉冲响应。第二种算法是找到有理函数的交错极点和零点,以拟合使用第一种算法找到的脉冲响应。几项应用显示了拟议工作的效率。
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Algorithms for Fractional Dynamical Behaviors Modelling Using Non-Singular Rational Kernels
This paper proposes algorithms to model fractional (dynamical) behaviors using non-singular rational kernels whose interest is first demonstrated on a pure power law function. Two algorithms are then proposed to find a non-singular rational kernel that allows the input-output data to be fitted. The first one derives the impulse response of the modeled system from the data. The second one finds the interlaced poles and zeros of the rational function that fits the impulse response found using the first algorithm. Several applications show the efficiency of the proposed work.
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来源期刊
Algorithms
Algorithms Mathematics-Numerical Analysis
CiteScore
4.10
自引率
4.30%
发文量
394
审稿时长
11 weeks
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