具有最大熵势的稳定$M/G/1$队列的信息论统一全局理论

Ismail A. Mageed, Quichun Zhang
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引用次数: 0

摘要

本文建立了最大熵全局形式理论的综合描述,分析了稳定的$\boldsymbol{M/G/1}$队列,新颖的状态概率$\boldsymbol{p_{q, UG}(n)},\boldsymbol{n=0,1,}$ 2,…作为系统的归纳推理方法。这种革命性的方法是基于最大化Ismail熵(IE)的提供,即$\boldsymbol{H_{(q, UG)}}$,这是对文献中所有熵度量的最终概括,受到规定的约束。给出了数值描述来描述派生的形式体系$\boldsymbol{p_{q, UG}(n),\ n=} \boldsymbol{0,1,2, \ldots}$对稳定的$\boldsymbol{M/GE_{q, UG}/1}$重尾队列的影响。对最大熵(ME)在能量功中的几种潜在应用进行了阐述。最后,提出了今后可能的研究方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Information Theoretic Unified Global Theory For a Stable $M/G/1$ Queue With Potential Maximum Entropy Applications to Energy Works
This paper establishes comprehensive description of the theory of maximum entropy global formalism to analyze a stable $\boldsymbol{M/G/1}$ queue, novel state probability $\boldsymbol{p_{q, UG}(n)},\boldsymbol{n=0,1,}$ 2,… as inductive inference approach for systems. This revolutioanry approach is based on the provision of maximizing Ismail's entropy(IE), namely, $\boldsymbol{H_{(q, UG)}}$, which is the ultimte generalization to all the entropy measures in the literature, subject to prescribed contraints. Numerical portraits are provided to capture the influential effect of the derived formalism, $\boldsymbol{p_{q, UG}(n),\ n=} \boldsymbol{0,1,2, \ldots}$ on the stable $\boldsymbol{M/GE_{q, UG}/1}$ queue with heavy tails. An expxposition to several potential applictaions of maximum entropy(ME) to energy works is undertaken. Conclusion with possible future research pathways are given.
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