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Input Modeling with Phase-Type Distributions and Markov Models Theory and Applications /

Containing a summary of several recent results on Markov-based input modeling in a coherent notation, this book introduces and compares algorithms for parameter fitting and gives an overview of available software tools in the area. Due to progress made in recent years with respect to new algorithms...

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書誌詳細
主要な著者: Buchholz, Peter. (著者, http://id.loc.gov/vocabulary/relators/aut), Kriege, Jan. (http://id.loc.gov/vocabulary/relators/aut), Felko, Iryna. (http://id.loc.gov/vocabulary/relators/aut)
団体著者: SpringerLink (Online service)
フォーマット: 電子媒体 eBook
言語:English
出版事項: Cham : Springer International Publishing : Imprint: Springer, 2014.
版:1st ed. 2014.
シリーズ:SpringerBriefs in Mathematics,
主題:
Probabilities.
Mathematical models.
Computer software.
Computer science—Mathematics.
Computer mathematics.
Probability Theory and Stochastic Processes.
Mathematical Modeling and Industrial Mathematics.
Mathematical Software.
Mathematical Applications in Computer Science.
オンライン･アクセス:https://doi.org/10.1007/978-3-319-06674-5
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目次:
  • 1. Introduction
  • 2. Phase Type Distributions
  • 3. Parameter Fitting for Phase Type Distributions
  • 4. Markovian Arrival Processes
  • 5. Parameter Fitting of MAPs
  • 6. Stochastic Models including PH Distributions and MAPs
  • 7. Software Tools
  • 8. Conclusion
  • References
  • Index.

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