Optimal estimates for the operating parameters of an information web portal

  • Authors:
  • A. V. Borisov;A. V. Bosov;A. I. Stefanovich

  • Affiliations:
  • Institute of Informatics Problems, Russian Academy of Sciences, Moscow, Russia;Institute of Informatics Problems, Russian Academy of Sciences, Moscow, Russia;Institute of Informatics Problems, Russian Academy of Sciences, Moscow, Russia

  • Venue:
  • Automation and Remote Control
  • Year:
  • 2010

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Abstract

We consider the problems of state estimation and Bayesian parameter identification for a stochastic model of an observation system that describes the evolution of one parameter of a web portal. Based on the thread pool control process analysis, we offer a mathematical model for the oscillations of the operating parameters for the portal's information sources as a nonlinear stochastic observation system of a special kind. We obtain solutions of the optimal estimation problem and give numerical results.