Expression of the Pollaczeck-Khintchine fuzzy formulas for a fuzzy retrial queuing system FM/FG/1-FR / Baudouin Adia Leti Mawa and Rostin Mabela Makengo Matendo

Baudouin, Adia Leti Mawa and Rostin, Mabela Makengo Matendo (2024) Expression of the Pollaczeck-Khintchine fuzzy formulas for a fuzzy retrial queuing system FM/FG/1-FR / Baudouin Adia Leti Mawa and Rostin Mabela Makengo Matendo. Journal of Computing Research and Innovation (JCRINN), 9 (1): 17. pp. 214-225. ISSN 2600-8793

Abstract

The Pollaczek-Khintchine formulas are one of the best and most widely used strategies in the analysis of non-markovian standard or retrial queuing systems with a single server and a general service law. This is particularly the case for classical M/G/1 or M/G/1-R queuing systems because these formulas establish a direct link between the mean number of customers in the system and two first moments of the general service law. The Pollaczek-Khintchine formulas generally allow to evaluate any performance measure Ψ of classical M/G/1-R queuing system by a formula such as: , where are respectively the operating parameters of the system and the two first moments mentioned above. In a fuzzy environment, the literature shows that researchers simply resort to Zadeh's extension principle to obtain fuzzy formula from the classical version above. Instead of doing this to evaluate the performance measures of a non-Markovian fuzzy queuing system denoted FM/FG/1-FR, we have shown in this text that it is possible to derive fuzzy formulas of the kind: , which are an emanation of the fuzzy generating functions of stationary distributions of the number of customers in orbit and in the system; and in which the fuzzy moments of order 1 and 2 follow directly from the fuzzy distribution function of the general service law. This is the originality of this paper and its contribution is to show how Pollakzek-Khintchine fuzzy formulas can be constructed from these two generating functions. The formulas thus obtained are the same as those obtained from the classical versions by extension according to Zadeh's extension principle. So, they can be validly applied in the evaluation of performance measures of the fuzzy retrial queuing system FM/FG/1-FR.

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Item Type: Article
Creators:
Creators
Email / ID Num.
Baudouin, Adia Leti Mawa
UNSPECIFIED
Rostin, Mabela Makengo Matendo
UNSPECIFIED
Subjects: Q Science > QA Mathematics > Fuzzy logic
Divisions: Universiti Teknologi MARA, Perlis > Arau Campus
Journal or Publication Title: Journal of Computing Research and Innovation (JCRINN)
UiTM Journal Collections: UiTM Journal > Journal of Computing Research and Innovation (JCRINN)
ISSN: 2600-8793
Volume: 9
Number: 1
Page Range: pp. 214-225
Keywords: fuzzy distribution function, Fuzzy Generating Function, Fuzzy moments of a Random Variable, Performance Measures, Non-Markovian Queing System
Date: March 2024
URI: https://ir.uitm.edu.my/id/eprint/94357
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