不确定汉堡矩问题:熵收敛

Pub Date : 2024-05-17 DOI:10.1016/j.spl.2024.110155
Pier Luigi Novi Inverardi , Aldo Tagliani , Mariyan Milev
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引用次数: 0

摘要

不确定的汉堡矩问题与所有实轴支持的概率密度函数一起被考虑。由于熵函数凹性的结果,在这些密度中,有一个密度的熵最大,它起着根本性的作用:我们称之为 fhmax。研究证明,受越来越多的矩约束的近似最大熵(MaxEnt)密度的熵收敛于 fhmax,其熵值可以是有限的,也可以是-∞。
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Indeterminate Hamburger moment problem: Entropy convergence

The indeterminate Hamburger moment problem is considered, jointly with all its real axis supported probability density functions. As a consequence of entropy functional concavity, out of such densities there is one which has largest entropy and that plays a fundamental role: we call it fhmax. It is proved that the approximate Maximum Entropy (MaxEnt) densities constrained by an increasing number of moments converge in entropy to fhmax where the value of its entropy can be finite or .

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