Title of article :
Spreading lengths of Hermite polynomials
Author/Authors :
Sلnchez-Moreno، نويسنده , , P. and Dehesa-Carrasco، نويسنده , , J.S. and Manzano، نويسنده , , D. and Yلٌez، نويسنده , , R.J.، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2010
Pages :
13
From page :
2136
To page :
2148
Abstract :
The Renyi, Shannon and Fisher spreading lengths of the classical or hypergeometric orthogonal polynomials, which are quantifiers of their distribution all over the orthogonality interval, are defined and investigated. These information-theoretic measures of the associated Rakhmanov probability density, which are direct measures of the polynomial spreading in the sense of having the same units as the variable, share interesting properties: invariance under translations and reflections, linear scaling and vanishing in the limit that the variable tends towards a given definite value. The expressions of the Renyi and Fisher lengths for the Hermite polynomials are computed in terms of the polynomial degree. The combinatorial multivariable Bell polynomials, which are shown to characterize the finite power of an arbitrary polynomial, play a relevant role for the computation of these information-theoretic lengths. Indeed these polynomials allow us to design an error-free computing approach for the entropic moments (weighted L q -norms) of Hermite polynomials and subsequently for the Renyi and Tsallis entropies, as well as for the Renyi spreading lengths. Sharp bounds for the Shannon length of these polynomials are also given by means of an information-theoretic-based optimization procedure. Moreover, the existence of a linear correlation between the Shannon length (as well as the second-order Renyi length) and the standard deviation is computationally proved. Finally, the application to the most popular quantum-mechanical prototype system, the harmonic oscillator, is discussed and some relevant asymptotical open issues related to the entropic moments, mentioned previously, are posed.
Keywords :
orthogonal polynomials , Computation of information measures , Renyi entropy , Bell polynomials , Fisher Information , Shannon entropy , Spreading lengths , Hermite polynomials
Journal title :
Journal of Computational and Applied Mathematics
Serial Year :
2010
Journal title :
Journal of Computational and Applied Mathematics
Record number :
1555509
Link To Document :
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