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Optimization Methods and Control Theory
Conversions of the convolution operation to the sum and the asymptotic behavior of the stable polynomials coefficients
A. M. Tsirlina, M. A. Zaevab a Ailamazyan Program Systems Institute of Russian Academy of Sciences
b Moscow Engineering Physics Institute
Abstract:
Consider the integral transformations which convert convolution in
the domain of originals (functions of scalar real variable) into the sum of images
(functions of scalar real variable). All these transformations are given up to a
linear operator.
We discuss the properties of one of these transformations, which converts any
exponent the exponent: its relationship with the Laplace transform, transform of
some particular functions and operations differentiation, integration, shift, time
scaling, multiplication by the exponent, etc.
Transformations of this type we call cumulative by analogy with the
transition from the density distribution of a random variable to its cumulants. We
show that Newton’s formulas that realize the relation of sums of the same powers
of the roots of a polynomial with its coefficients are cumulative transformation.
Also, any transition of real variable function to its phase (same as the logarithm
of the module of its Fourier transform) is.
We discuss the possible applications and obtain the conditions under which
the sequence of coefficients of a stable polynomial with increasing its degree is
asymptotically normal.
Key words and phrases:
convolution of originals, integral transformation, sum of mappings,
cumulants, stable polynomials.
Received: 12.01.2019 Accepted: 06.12.2019
Citation:
A. M. Tsirlin, M. A. Zaeva, “Conversions of the convolution operation to the sum and the asymptotic behavior of the stable polynomials coefficients”, Program Systems: Theory and Applications, 10:4 (2019), 141–161
Linking options:
https://www.mathnet.ru/eng/ps354 https://www.mathnet.ru/eng/ps/v10/i4/p141
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Abstract page: | 187 | Full-text PDF : | 272 | References: | 26 |
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