Superquadratic function and its applications in information theory via interval calculus

IF 5.3 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Chaos Solitons & Fractals Pub Date : 2024-11-23 DOI:10.1016/j.chaos.2024.115748
Saad Ihsan Butt, Dawood Khan
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Abstract

The goal of this study is to introduce a new class of superquadraticity, which is known as superquadratic interval valued function (superquadratic I-V-F) and establish its properties via order relations of intervals. By utilizing the definitions and properties of superquadratic I-V-F, we come up with new integral inequalities such that Jensen’s, converse Jensen’s, Mercer Jensen’s and Hermite–Hadamard types. In addition to this, we provide a fractional version of Hermite–Hadamard’s type inequalities for superquadratic I-V-Fs. The findings are validated by specific numerical computations and graphical illustrations that include a certain number of relevant examples. We also offer the applications of the established results in information theory such that we determine the novel estimates for Shannon’s and relative entropies.
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超二次函数及其通过区间微积分在信息论中的应用
本研究的目的是引入一类新的超二次函数,即超二次区间值函数(超二次 I-V-F),并通过区间的阶次关系建立其性质。通过利用超二次区间值函数的定义和性质,我们提出了新的积分不等式,如詹森不等式、反向詹森不等式、梅塞尔詹森不等式和赫米特-哈达马德不等式。此外,我们还提供了超二次 I-V-F 的分数版 Hermite-Hadamard 型不等式。我们通过具体的数值计算和图解(包括一定数量的相关示例)验证了这些发现。我们还提供了既定结果在信息论中的应用,如确定香农熵和相对熵的新估计值。
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来源期刊
Chaos Solitons & Fractals
Chaos Solitons & Fractals 物理-数学跨学科应用
CiteScore
13.20
自引率
10.30%
发文量
1087
审稿时长
9 months
期刊介绍: Chaos, Solitons & Fractals strives to establish itself as a premier journal in the interdisciplinary realm of Nonlinear Science, Non-equilibrium, and Complex Phenomena. It welcomes submissions covering a broad spectrum of topics within this field, including dynamics, non-equilibrium processes in physics, chemistry, and geophysics, complex matter and networks, mathematical models, computational biology, applications to quantum and mesoscopic phenomena, fluctuations and random processes, self-organization, and social phenomena.
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