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  • Abola, BenardMälardalens högskola,Utbildningsvetenskap och Matematik,Department of Mathematics, School of Physical Sciences, Makerere University, Kampala, Uganda,MAM (author)

Chapter 2. Nonlinearly Perturbed Markov Chains and Information Networks

  • Article/chapterEnglish2021

Publisher, publication year, extent ...

  • 2021-04-16
  • Hoboken, NJ :John Wiley & Sons,2021
  • printrdacarrier

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  • LIBRIS-ID:oai:DiVA.org:mdh-56067
  • https://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-56067URI
  • https://doi.org/10.1002/9781119821588.ch2DOI

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  • Language:English
  • Summary in:English

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  • Subject category:ref swepub-contenttype
  • Subject category:kap swepub-publicationtype

Notes

  • This chapter is devoted to studies of perturbed Markov chains, commonly used for the description of information networks. In such models, the matrix of transition probabilities for the corresponding Markov chain is usually regularized by adding aspecial damping matrix, multiplied by a small damping (perturbation) parameter ε. In this chapter, we present the results of detailed perturbation analysis of Markov chains with damping component and numerical experiments supporting and illustrating the results of this perturbation analysis.

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  • Biganda, Pitos,1981-Mälardalens högskola,Utbildningsvetenskap och Matematik,Department of Mathematics, College of Natural and Applied Sciences, University of Dar es Salaam,Tanzania,MAM(Swepub:mdh)pba01 (author)
  • Silvestrov, Sergei,Professor,1970-Mälardalens högskola,Utbildningsvetenskap och Matematik,MAM(Swepub:mdh)ssv01 (author)
  • Silvestrov, Dmitrii,1947-Mälardalens högskola,Utbildningsvetenskap och Matematik,Stockholm University, Sweden,MAM(Swepub:mdh)dsv01 (author)
  • Engström, Christopher,1987-Mälardalens högskola,Utbildningsvetenskap och Matematik,MAM(Swepub:mdh)cem02 (author)
  • Mango, John MageroDepartment of Mathematics, School of Physical Sciences, Makerere University, Kampala, Uganda (author)
  • Kakuba, GodwinDepartment of Mathematics, School of Physical Sciences, Makerere University, Kampala, Uganda (author)
  • Mälardalens högskolaUtbildningsvetenskap och Matematik (creator_code:org_t)

Related titles

  • In:Applied Modeling Techniques and Data Analysis 1Hoboken, NJ : John Wiley & Sons, s. 23-5597817863067399781119821564

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