Queuing system 'Expections' their affects and non-queue state : a new stochastic approach

Most queuing models are based on organized behavior of customers served by a server or multiple servers. However, there are many instances that the queuing model does not stand by real world queue ethics. The consequences can go towards non-queue state caused by overcrowding and cultural background...

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Main Author:	Bhagat Singh Azad, Harpreet Sigh
Format:	Thesis
Language:	English English
Published:	2014
Subjects:	T Technology (General)
Online Access:	http://eprints.utem.edu.my/id/eprint/15025/1/Queing%20System%20Exceptions%20Their%20Affects%20And%20Non%20Queue%20State%20A%20New%20Stochastic%20Approach%2024pages.pdf http://eprints.utem.edu.my/id/eprint/15025/3/Queuing%20system%20%27expections%27%20their%20affects%20and%20non-queue%20state%20%20a%20new%20stochastic%20approach.pdf
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spelling	my-utem-ep.150252022-05-17T16:38:43Z Queuing system 'Expections' their affects and non-queue state : a new stochastic approach 2014 Bhagat Singh Azad, Harpreet Sigh T Technology (General) Most queuing models are based on organized behavior of customers served by a server or multiple servers. However, there are many instances that the queuing model does not stand by real world queue ethics. The consequences can go towards non-queue state caused by overcrowding and cultural background of the customers. This research portrays the successive outcomes that sourced non-queue state due to customer ignored behaviors as well as the unsystematic policy of a single serving system which becomes the main research problem. Such activities are termed as 'exceptions' and their disturbances in queuing system. The main objective of this research is to present 'exceptions', their affects and to resolve the non-queue state. It is important so that the waiting time distribution, behaviour of the system during 'exceptions' and queuing system can be evaluated, demonstrated and reinstated to a single server queuing state, respectively. A non-queue is a state addressed when system utilization goes beyond I 00 percent. Furthermore, this would indicate no formal queue at all as customers could be assumed at random locations. This research will explain the state of the system during 'exception' and non-queue transformation largely with the support of probability theory in time index values. Various 'exceptions' categories with constructed waiting time probability models and their results have proven that the customers large waiting do actually overcrowd the queuing system. This thesis discusses 'exceptions' affects through the Markov chain, random walk and birth-death process. The above concepts illustrate system behaviour, as 'exception' that disrupts services. In exceptional case, stochastic matrix considered two types such as actual job and 'exception' to occur during state transition. Their limitation is further simplified by random walk in convolution idea. The system parameters such as late departures, queue loss and others are affirmed in continuous-time by birth-death process. Simulation of change of discrete-event of queuing system such as service times shows, in long-run on averages service time fluctuates, utilization gets large, service finishing late and customers get increased in the system causing non-queue state. A platform of dissimilar manners used by stochastic process in non-queue transformation analysis. One of the manner employed are Markov conditional selection procedure is presented to recover queuing system through selecting and ordering random states. In other manner, random state(s) proceeds to get in order are expanded by proceeding walk and multinomial-pure death view. The interrelation of such models is grounded through the random states and distance decays by an interval. All such manners in stochastic process have likely to bring into being a queuing model after non-queue transformation. This research finds that the stochastic process has tremendous potential to model 'exception' outcomes and to restore the 'exception' eventual affects. 2014 Thesis http://eprints.utem.edu.my/id/eprint/15025/ http://eprints.utem.edu.my/id/eprint/15025/1/Queing%20System%20Exceptions%20Their%20Affects%20And%20Non%20Queue%20State%20A%20New%20Stochastic%20Approach%2024pages.pdf text en public http://eprints.utem.edu.my/id/eprint/15025/3/Queuing%20system%20%27expections%27%20their%20affects%20and%20non-queue%20state%20%20a%20new%20stochastic%20approach.pdf text en validuser https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=92070&query_desc=kw%2Cwrdl%3A%20CDR%2010577 mphil masters Universiti Teknikal Malaysia Melaka Faculty Of Electronic And Computer Engineering Ismail, Muhammad Ghazie
institution	Universiti Teknikal Malaysia Melaka
collection	UTeM Repository
language	English English
advisor	Ismail, Muhammad Ghazie
topic	T Technology (General)
spellingShingle	T Technology (General) Bhagat Singh Azad, Harpreet Sigh Queuing system 'Expections' their affects and non-queue state : a new stochastic approach
description	Most queuing models are based on organized behavior of customers served by a server or multiple servers. However, there are many instances that the queuing model does not stand by real world queue ethics. The consequences can go towards non-queue state caused by overcrowding and cultural background of the customers. This research portrays the successive outcomes that sourced non-queue state due to customer ignored behaviors as well as the unsystematic policy of a single serving system which becomes the main research problem. Such activities are termed as 'exceptions' and their disturbances in queuing system. The main objective of this research is to present 'exceptions', their affects and to resolve the non-queue state. It is important so that the waiting time distribution, behaviour of the system during 'exceptions' and queuing system can be evaluated, demonstrated and reinstated to a single server queuing state, respectively. A non-queue is a state addressed when system utilization goes beyond I 00 percent. Furthermore, this would indicate no formal queue at all as customers could be assumed at random locations. This research will explain the state of the system during 'exception' and non-queue transformation largely with the support of probability theory in time index values. Various 'exceptions' categories with constructed waiting time probability models and their results have proven that the customers large waiting do actually overcrowd the queuing system. This thesis discusses 'exceptions' affects through the Markov chain, random walk and birth-death process. The above concepts illustrate system behaviour, as 'exception' that disrupts services. In exceptional case, stochastic matrix considered two types such as actual job and 'exception' to occur during state transition. Their limitation is further simplified by random walk in convolution idea. The system parameters such as late departures, queue loss and others are affirmed in continuous-time by birth-death process. Simulation of change of discrete-event of queuing system such as service times shows, in long-run on averages service time fluctuates, utilization gets large, service finishing late and customers get increased in the system causing non-queue state. A platform of dissimilar manners used by stochastic process in non-queue transformation analysis. One of the manner employed are Markov conditional selection procedure is presented to recover queuing system through selecting and ordering random states. In other manner, random state(s) proceeds to get in order are expanded by proceeding walk and multinomial-pure death view. The interrelation of such models is grounded through the random states and distance decays by an interval. All such manners in stochastic process have likely to bring into being a queuing model after non-queue transformation. This research finds that the stochastic process has tremendous potential to model 'exception' outcomes and to restore the 'exception' eventual affects.
format	Thesis
qualification_name	Master of Philosophy (M.Phil.)
qualification_level	Master's degree
author	Bhagat Singh Azad, Harpreet Sigh
author_facet	Bhagat Singh Azad, Harpreet Sigh
author_sort	Bhagat Singh Azad, Harpreet Sigh
title	Queuing system 'Expections' their affects and non-queue state : a new stochastic approach
title_short	Queuing system 'Expections' their affects and non-queue state : a new stochastic approach
title_full	Queuing system 'Expections' their affects and non-queue state : a new stochastic approach
title_fullStr	Queuing system 'Expections' their affects and non-queue state : a new stochastic approach
title_full_unstemmed	Queuing system 'Expections' their affects and non-queue state : a new stochastic approach
title_sort	queuing system 'expections' their affects and non-queue state : a new stochastic approach
granting_institution	Universiti Teknikal Malaysia Melaka
granting_department	Faculty Of Electronic And Computer Engineering
publishDate	2014
url	http://eprints.utem.edu.my/id/eprint/15025/1/Queing%20System%20Exceptions%20Their%20Affects%20And%20Non%20Queue%20State%20A%20New%20Stochastic%20Approach%2024pages.pdf http://eprints.utem.edu.my/id/eprint/15025/3/Queuing%20system%20%27expections%27%20their%20affects%20and%20non-queue%20state%20%20a%20new%20stochastic%20approach.pdf
_version_	1747833860418174976

Queuing system 'Expections' their affects and non-queue state : a new stochastic approach

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