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Titlebook: Stochastic Discrete Event Systems; Modeling, Evaluation Armin Zimmermann Book 2008 Springer-Verlag Berlin Heidelberg 2008 Performance Model

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发表于 2025-3-21 19:40:35 | 显示全部楼层 |阅读模式
书目名称Stochastic Discrete Event Systems
副标题Modeling, Evaluation
编辑Armin Zimmermann
视频video
概述Coherent and comprehensive overview on modeling with and quantitative evaluation of stochastic discrete event systems.Important model classes like queuing networks, Petri nets and automata are present
图书封面Titlebook: Stochastic Discrete Event Systems; Modeling, Evaluation Armin Zimmermann Book 2008 Springer-Verlag Berlin Heidelberg 2008 Performance Model
描述.The behavior of many technical systems important in everyday life can be described using discrete states and state-changing events. Stochastic discrete-event systems (SDES) capture the randomness in choices and over time due to activity delays and the probabilities of decisions. The starting point for the evaluation of quantitative issues like performance and dependability is a formal description of the system of interest in a model....Armin Zimmermann delivers a coherent and comprehensive overview on modeling with and quantitative evaluation of SDES. An abstract model class for SDES is presented as a pivotal unifying result. Several important model classes, including queuing networks, Petri nets and automata, are detailed together with their formal translation into this abstract model class. Standard and recently developed algorithms for the performance evaluation, optimization and control of SDES are presented in the context of the abstract model class. The necessary software tool support is also covered. The book is completed with nontrivial examples from areas like manufacturing control, performance of communication systems, and supply-chain management, highlighting the applic
出版日期Book 2008
关键词Performance Modeling; Petri Nets; Queuing Models; Stochastic Automata; System Optimization; System Perfor
版次1
doihttps://doi.org/10.1007/978-3-540-74173-2
isbn_softcover978-3-642-09350-0
isbn_ebook978-3-540-74173-2
copyrightSpringer-Verlag Berlin Heidelberg 2008
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A Unified Description for Stochastic Discrete Event Systemss that have been developed for one or the other class are in principal applicable to all or most of them. This requires some kind of abstract description for stochastic discrete event systems, which this section aims at. We will use the term SDES to refer to this unified description in the following
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Queuing Modelsng some sort of service, which is restricted in a way that not all concurrent requests can be answered at the same time. We are forced to wait for an available teller at a bank, a seat in a cafeteria, or when crossing the street. When it is our turn, we block the service for others that are waiting
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Colored Petri Netseen as an extension of simple Petri nets as covered in Chap. 5. Places and transitions of a Petri net naturally map to buffers and activities or similar entities. Objects that are created, changed, and moved through a system are usually described by tokens in places. The application of classic Petri
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Efficient Simulation of SDES Modelsh the required computational effort is very high, or may even inhibit a quantitative evaluation at all. The reason is that, independent of the model or simulation environment, there is a certain number of significant events or time intervals (samples) for which intermediate results have to be genera
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