Download e-book for iPad: Analytical and Stochastic Modeling Techniques and by Bruno Sericola, Telek Miklós, Gábor Horváth

By Bruno Sericola, Telek Miklós, Gábor Horváth

ISBN-10: 3319082183

ISBN-13: 9783319082189

ISBN-10: 3319082191

ISBN-13: 9783319082196

This ebook constitutes the refereed court cases of the twenty first overseas convention on Analytical and Stochastic Modelling thoughts and purposes, ASMTA 2014, held in Budapest, Hungary, in June/July 2014. The 18 papers provided have been conscientiously reviewed and chosen from 27 submissions. The papers talk about the most recent advancements in analytical, numerical and simulation algorithms for stochastic structures, together with Markov approaches, queueing networks, stochastic Petri nets, procedure algebras, video game concept, etc.

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Read Online or Download Analytical and Stochastic Modeling Techniques and Applications: 21st International Conference, ASMTA 2014, Budapest, Hungary, June 30 – July 2, 2014. Proceedings PDF

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Extra info for Analytical and Stochastic Modeling Techniques and Applications: 21st International Conference, ASMTA 2014, Budapest, Hungary, June 30 – July 2, 2014. Proceedings

Example text

In fact, the second peak of the epidemic is no longer present. This is explained by noting that this peak was reached in the population where the second epidemic originates. By the time the first epidemic reaches this population, most of its individuals are already immune. Finally, note that a large proportion of the population remains susceptible to the first epidemic. 5 Conclusion It is important that the sophistication of mathematical modelling techniques keeps pace with our evolving understanding of the dynamics of epidemic processes, especially as they become applied in myriad domains beyond the biological.

This paper consider a Markovian model for the optimal dynamic scheduling of page refreshes in a local repository of copies of randomly evolving remote web pages. , crawlers for web search engines, are used to visit the remote pages for refreshing their copies, which raises the need for effective scheduling policies. Maintaining the copies results in utilities and costs, which are incorporated into a performance objective to be optimized. The paper develops a low-complexity closed-form heuristic dynamic index policy, and an upper bound on the optimal performance, by adapting a general approach of Whittle.

Ties are broken arbitrarily. In particular, we will consider the index introduced by Whittle in [8] for restless bandits, adapted to the present model. To deploy such an index certain technical issues need to be resolved, such as establishing its existence (indexability) and devising an efficient index-computing scheme. For such purposes, we will deploy the methodology introduced and developed by the author in [9–12].

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Analytical and Stochastic Modeling Techniques and Applications: 21st International Conference, ASMTA 2014, Budapest, Hungary, June 30 – July 2, 2014. Proceedings by Bruno Sericola, Telek Miklós, Gábor Horváth


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