{"title":"具有最大熵势的稳定$M/G/1$队列的信息论统一全局理论","authors":"Ismail A. Mageed, Quichun Zhang","doi":"10.1109/GEC55014.2022.9986719","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":280565,"journal":{"name":"2022 Global Energy Conference (GEC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An Information Theoretic Unified Global Theory For a Stable $M/G/1$ Queue With Potential Maximum Entropy Applications to Energy Works\",\"authors\":\"Ismail A. Mageed, Quichun Zhang\",\"doi\":\"10.1109/GEC55014.2022.9986719\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":280565,\"journal\":{\"name\":\"2022 Global Energy Conference (GEC)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-10-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 Global Energy Conference (GEC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/GEC55014.2022.9986719\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 Global Energy Conference (GEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/GEC55014.2022.9986719","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.