Probability Markov Chains Queues And Simulation PdfBy Mercedes G. In and pdf 07.04.2021 at 18:13 4 min read
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- Probability, Markov Chains, Queues, and Simulation: The Mathematical Basis of Performance Modeling
Probability, Markov Chains, Queues, and Simulation provides a modern and authoritative treatment of the mathematical processes that underlie performance modeling. The detailed explanations of mathematical derivations and numerous illustrative examples make this textbook readily accessible to graduate and advanced undergraduate students taking courses in which stochastic processes play a fundamental role. The textbook is relevant to a wide variety of fields, including computer science, engineering, operations research, statistics, and mathematics. The textbook looks at the fundamentals of probability theory, from the basic concepts of set-based probability, through probability distributions, to bounds, limit theorems, and the laws of large numbers. Discrete and continuous-time Markov chains are analyzed from a theoretical and computational point of view.
Skip to search form Skip to main content You are currently offline. Some features of the site may not work correctly. DOI: Stewart Published Computer Science. Probability, Markov Chains, Queues, and Simulation provides a modern and authoritative treatment of the mathematical processes that underlie performance modeling.
It seems that you're in Germany. We have a dedicated site for Germany. In this book, the author begins with the elementary theory of Markov chains and very progressively brings the reader to the more advanced topics. He gives a useful review of probability that makes the book self-contained, and provides an appendix with detailed proofs of all the prerequisites from calculus, algebra, and number theory. A number of carefully chosen problems of varying difficulty are proposed at the close of each chapter, and the mathematics are slowly and carefully developed, in order to make self-study easier.
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Bed resources are the platform in which most medical and health resources in the hospital play a role and carry the core functions of the health service system. How to improve the efficiency of the use of bed resources through scientific management measures and methods and ultimately achieve the optimization of overall health resources is the focus of hospital management teams. This paper analyzes the previous research models of knowledge related to queuing theory in medical services. From the perspective of the hospital and the patient, several indicators such as the average total number of people, the utilization rate of bed resources, the patient stop rate, and the patient average waiting time are defined to measure the performance of the triage queue calling model, which makes the patient queue more reasonable.
Skip to search form Skip to main content You are currently offline. Some features of the site may not work correctly. DOI:
The model name is written in Kendall's notation. The model is the most elementary of queueing models  and an attractive object of study as closed-form expressions can be obtained for many metrics of interest in this model.
Probability, Markov Chains, Queues, and Simulation: The Mathematical Basis of Performance Modeling
It seems that you're in Germany. We have a dedicated site for Germany. This 2 nd edition is a thoroughly revised and augmented version of the book with the same title published in
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Probability, Markov Chains, Queues, and Simulation. The Mathematical Basis of Performance Modeling. Princeton University Press | DOI.
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