Formal analysis of fractional order systems in HOL

U. Siddique, O. Hasan
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引用次数: 15

Abstract

Fractional order systems, which involve integration and differentiation of non integer order, are increasingly being used in the fields of control systems, robotics, signal processing and circuit theory. Traditionally, the analysis of fractional order systems has been performed using paper-and-pencil based proofs or computer algebra systems. These analysis techniques compromise the accuracy of their results and thus are not recommended to be used for safety-critical fractional order systems. To overcome this limitation, we propose to leverage upon the high expressiveness of higher-order logic to formalize the theory of fractional calculus, which is the foremost mathematical concept in analyzing fractional order systems. This paper provides a higher-order-logic formalization of fractional calculus based on the Riemann-Liouville approach using the HOL theorem prover. To demonstrate the usefulness of the reported formalization, we utilize it to formally analyze some fractional order systems, namely, a fractional electrical component Resistoductance, a fractional integrator and a fractional differentiator circuit.
HOL中分数阶系统的形式分析
分数阶系统涉及非整数阶的积分和微分,越来越多地应用于控制系统、机器人、信号处理和电路理论等领域。传统上,分数阶系统的分析是使用基于纸和铅笔的证明或计算机代数系统进行的。这些分析技术会损害其结果的准确性,因此不建议用于对安全至关重要的分数阶系统。为了克服这一限制,我们建议利用高阶逻辑的高表达性来形式化分数阶微积分理论,这是分析分数阶系统中最重要的数学概念。本文利用HOL定理证明,在Riemann-Liouville方法的基础上,给出了分数阶微积分的高阶逻辑形式化。为了证明报告的形式化的有用性,我们利用它形式化地分析了一些分数阶系统,即分数阶电子元件电阻,分数阶积分器和分数阶微分器电路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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