Discrete time multi-server loss systems and stochastic approximation with delayed groups of customers

Faculty Science Year: 2021
Type of Publication: ZU Hosted Pages:
Authors:
Journal: Journal of Applied Research and Technology ICAT Volume:
Keywords : Discrete time multi-server loss systems , stochastic    
Abstract:
The stochastic approximation procedure with delayed groups of delayed customers is investigated. The Robbins-Monro stochastic approximation procedure is adjusted to be usable in the presence of delayed groups of delayed customers. Two loss systems are introduced to get an accurate description of the proposed procedure. Each customer comes after fixed time intervals with the stage of the following customer is accurate according to the outcome of the preceding one, where the serving time of a customer is assumed to be a discrete random variable. Some applications of the procedure are given where the analysis of their results is obtained. The most important result is that efficiencies of the procedure are increased by increasing the service-time distributions as well as service times of customers. This new situation can be applied to increase the number of served customers where the number of served groups will also be increased. The results obtained seem to be acceptable. In general, our proposal can be utilized for other stochastic approximation procedures to increase the production in many fields such as medicine, computer sciences, industry, and applied sciences.
   
     
 
       

Author Related Publications

  • Rasha AbdelWahab Atwa, "discrete time multi-server loss systems and stochastic approximation with delayed groups of customers", Journal of Applied Research and Technology, 2021 More
  • Rasha AbdelWahab Atwa, "Stochastic approximation with series of delayed observations", SCIENCE DIRECT, 2017 More
  • Rasha AbdelWahab Atwa, "Staffing Otimization aaproblem Based on Queueing Models of Multi-Skill Call Center with Patient Customers", CAIRO UNIVERSITY, 2020 More
  • Rasha AbdelWahab Atwa, "An Application Using Stochastic Approximation Method for Improvement Specific Loss System", Asian Journal of Probability and Statistics, 2019 More
  • Rasha AbdelWahab Atwa, "Applying Stochastic Approximation Method with Delayed Observations in Exponential Distribution Case", scholarty peer reviewd research publishing journal, 2015 More

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