SlideShare a Scribd company logo
chapter11 liner model programing.pptx
Chapter11
Waiting line models
Waiting line models that have been develop to help managers
make better decision concerning the operation of waiting
lines.
We also showed how an economics analysis of the waiting
line could be conducted by developing a total cost model that
includes the cost associated with units waiting for services
and the cost required to operate the service facility.
Models have been develop to help managers understand
and make better decisions concerning the operation of
waiting lines.
In management science terminology ,a waiting lines is also
known as queue and the body of knowledge dealing with
waiting lines is known as queueing theory.
Waiting line models- consist of mathematics formulas and
relationships that can be used to determine the operating
characteristics (performance measures)for a waiting line.
Operating characteristics of interest include these:
1.The probability that no units are in the system (I,e the
system is idle)
2.The average number of units in the waiting line.
3.The average number of units in the system(the number
of units in the service time)plus the number of units being
served).
4.The average time a unit spend in the waiting line.
5.The average time a unit spend in the system (the waiting
time plus the service time).
6.The probability that an arriving unit as to wait for service.
Structure of a waiting line system
Burger Dome is concerned that the methods currently
used to serve customers are resulting in excessive
waiting times and a possible loss of sale.
Management wants to conduct a waiting line study to
help determine the best approach to reduce waiting
times and improve service
Single –serve waiting line
each customer entering the Burger Dome restaurant is
served by a single order-filling station that handles order
placement ,bill payment and food delivery.
Distribution of Arrivals –Defined the arrival process for a
waiting line involves determining the probability distribution
for the number of arrivals in a given period of time.
Distribution of Service Times-is the time a customer spends as the
service facility once the service has started.
Exponential probability distribution- Formulas are available for
providing useful information about the operation of the waiting line.
Queue Discipline-(FCFS) –First come and First served basis.
For example ,when people board an airplane the last passengers to
board are typically the first to deplane since many airlines have the
passengers with seat assignment in the back of the plane board
first.
Steady-State Operation- the beginning or startup period is
referred to as the transient period.
The transient period ends when the system reaches the
normal or steady-state operation.
Waiting line models describe the steady-state operating
characteristics of a waiting line.
Managers’ Use of waiting line models -This condition
indicates a fairly high probability that Burger Dome will
experiences some long waiting lines if it continues to use the
single –server operation.
Improving the waiting line operation-
Waiting line models often indicates when improvements in
operating characteristics are desirable.
1.Increasing the service rate by making a creative design change
or by using new technology.
2.Add one or more servers so that more customers can be served
simultaneously.
Excel Solution of Waiting Line Models-
Waiting line models are easily implemented with the aid of
spreadsheets.
Multiple-server waiting line- consists of two or more
server that are assumed to be identical in terms of service
capability.
For multiple-server systems there are two typical
queueing possibilities.
1.arriving customers wait in a single waiting line (called a
“pooled” or “shared” queue) and then move to the first
available server for processing.
2.Each server has a “dedicated” queue and an arriving
customer selects one of these lines to join(and typically is
not allowed to switch lines).
Economics Analysis of Waiting Lines- To conduct an economics
analysis of a waiting line we must obtain reasonable estimates of
the waiting cost and the service cost.
Constant Service Times- Such a waiting line can occur in
production and manufacturing environments where machine-
controlled service times are generally constant.
Waiting Line Models With Finite Calling Populations-Infinite calling
population –In technique terms when no limits is placed on how
many units seek service.
Finite calling population-In this situation the arrival rate for
the system change ,depending on the number of unity in the
waiting line.
1.The arrivals for each units follow a poison probability
distribution ,with arrival rate.
2.The service times follow an exponential probability
distribution with service rate .
3.The population of units that may seek service.
THANK YOU!!
“Let us always meet each other with a smile for
the smile is the beginning of love”.
chapter11 liner model programing.pptx

More Related Content

PPT
QUEUING THEORY
DOCX
Chapter 18Waiting Lines© McGraw-Hill Education. All rights r
PPTX
Queuing theory
PPT
Opersea report waiting lines and queuing theory
PPTX
423903329-management-of-waiting-lines.pptx
PPTX
QUEUEING THEORY
PPT
chapter one two and three Queing Model.ppt
PDF
Service-Processes-and-Waiting-liness.pdf
QUEUING THEORY
Chapter 18Waiting Lines© McGraw-Hill Education. All rights r
Queuing theory
Opersea report waiting lines and queuing theory
423903329-management-of-waiting-lines.pptx
QUEUEING THEORY
chapter one two and three Queing Model.ppt
Service-Processes-and-Waiting-liness.pdf

Similar to chapter11 liner model programing.pptx (20)

PPTX
Chapter 18 - Management of Waiting Lines.pptx
PPT
Queuing Theory by Dr. B. J. Mohite
DOCX
Managing Waiting Lines A big part of most people’.docx
PPT
Queuingtheory 091005084417-phpapp01
PPT
Management Course-314- Supply Chain Management
PDF
queuingtheory-091005084417-phpapp01 (2).pdf
PPTX
Witing line (Queuing) Theory in operational research.pptx
PDF
Chapter 14R
DOCX
Queuing theory
PPT
Queuing theory
PDF
Waiting line mgmt
PDF
waiting, Queuing, best time an event cab be done at a time .pdf
PPTX
Lesson-4-Queuing-Theory-Student-copy.pptx
PPTX
Waiting Lines.pptx
PPT
10 Waiting Lines Models in Queuing Theort
PDF
Solving Of Waiting Lines Models in the Bank Using Queuing Theory Model the Pr...
PPTX
Queueing Theory.pptx
PPTX
41_P16MBA7_2020052506174947---------.pptx
PDF
SolvingOfWaitingLinesModelsintheBankUsingQueuingTheoryModel.pdf
PPT
Chap018_Waiting Lines Queuing Theory Models
Chapter 18 - Management of Waiting Lines.pptx
Queuing Theory by Dr. B. J. Mohite
Managing Waiting Lines A big part of most people’.docx
Queuingtheory 091005084417-phpapp01
Management Course-314- Supply Chain Management
queuingtheory-091005084417-phpapp01 (2).pdf
Witing line (Queuing) Theory in operational research.pptx
Chapter 14R
Queuing theory
Queuing theory
Waiting line mgmt
waiting, Queuing, best time an event cab be done at a time .pdf
Lesson-4-Queuing-Theory-Student-copy.pptx
Waiting Lines.pptx
10 Waiting Lines Models in Queuing Theort
Solving Of Waiting Lines Models in the Bank Using Queuing Theory Model the Pr...
Queueing Theory.pptx
41_P16MBA7_2020052506174947---------.pptx
SolvingOfWaitingLinesModelsintheBankUsingQueuingTheoryModel.pdf
Chap018_Waiting Lines Queuing Theory Models
Ad

More from JAMESFRANCISGOSE (20)

PPTX
BEHAVIORAL MANAGEMENT.pptxextreme powerpoint
PPTX
WHAT IS MICROECONOMICS.pptxextre,lectur5es
PPTX
HOW TO WRITE AN INVESTMENT PROPOSAL.pptx
PPTX
Overview of INVESTMENT PRINCIPLES.pptxnnyv
PPTX
INVESTMENT PROPOSAL CONTENT.powerpoint pptx
PPTX
Metabolic Syndrome.pptxaslkjdolaisdjlakncoaieufdl
PPTX
WHAT IS A WEB APP WHAT IS A WEB APP WHAT IS A WEB APP
PPTX
Globalization Globalization Globalization
PPT
la_comida_spanish_vocab la_comida_spanish_vocab.ppt
PPTX
The impact of Generational differences in leadership
PPTX
the impact of gender differences on the employee job satisfaction
PPT
SPANIsH LESSON DAYS AND MONTH SPANIsH LESSON DAYS AND MONTH
PPTX
risk and risk management risk and risk management risk and risk management
PPTX
pp2 (2).pptx SAMPLE PRESENTATION SAMPLE PRESENTATION SAMPLE PRESENTATION
PPTX
PPT-CHAP-3 (1).pptx PPT SAMPLE THESIS PPT SAMPLE THESIS
PPTX
Chapte*PERSONAL FINANCIAL MANAGAMENT POWERPOINT
PPT
Industrialization urb good projECT PRESENTATION
PPT
Exposure-to-Sustainable-Development brief
PPTX
5 S OF GOOD HOUSEKEEPING5 S of housekeeping .pptx
PPT
What is Hypotheses an introduction in hypothesis
BEHAVIORAL MANAGEMENT.pptxextreme powerpoint
WHAT IS MICROECONOMICS.pptxextre,lectur5es
HOW TO WRITE AN INVESTMENT PROPOSAL.pptx
Overview of INVESTMENT PRINCIPLES.pptxnnyv
INVESTMENT PROPOSAL CONTENT.powerpoint pptx
Metabolic Syndrome.pptxaslkjdolaisdjlakncoaieufdl
WHAT IS A WEB APP WHAT IS A WEB APP WHAT IS A WEB APP
Globalization Globalization Globalization
la_comida_spanish_vocab la_comida_spanish_vocab.ppt
The impact of Generational differences in leadership
the impact of gender differences on the employee job satisfaction
SPANIsH LESSON DAYS AND MONTH SPANIsH LESSON DAYS AND MONTH
risk and risk management risk and risk management risk and risk management
pp2 (2).pptx SAMPLE PRESENTATION SAMPLE PRESENTATION SAMPLE PRESENTATION
PPT-CHAP-3 (1).pptx PPT SAMPLE THESIS PPT SAMPLE THESIS
Chapte*PERSONAL FINANCIAL MANAGAMENT POWERPOINT
Industrialization urb good projECT PRESENTATION
Exposure-to-Sustainable-Development brief
5 S OF GOOD HOUSEKEEPING5 S of housekeeping .pptx
What is Hypotheses an introduction in hypothesis
Ad

Recently uploaded (20)

PPTX
Introuction about ICD -10 and ICD-11 PPT.pptx
PPTX
PptxGenJS_Demo_Chart_20250317130215833.pptx
PDF
The New Creative Director: How AI Tools for Social Media Content Creation Are...
PDF
Slides PDF The World Game (s) Eco Economic Epochs.pdf
PPTX
international classification of diseases ICD-10 review PPT.pptx
PPTX
Introduction about ICD -10 and ICD11 on 5.8.25.pptx
PDF
💰 𝐔𝐊𝐓𝐈 𝐊𝐄𝐌𝐄𝐍𝐀𝐍𝐆𝐀𝐍 𝐊𝐈𝐏𝐄𝐑𝟒𝐃 𝐇𝐀𝐑𝐈 𝐈𝐍𝐈 𝟐𝟎𝟐𝟓 💰
PPTX
presentation_pfe-universite-molay-seltan.pptx
PDF
Sims 4 Historia para lo sims 4 para jugar
PDF
Testing WebRTC applications at scale.pdf
PPTX
Power Point - Lesson 3_2.pptx grad school presentation
PDF
How to Ensure Data Integrity During Shopify Migration_ Best Practices for Sec...
PPTX
innovation process that make everything different.pptx
PDF
Cloud-Scale Log Monitoring _ Datadog.pdf
PPTX
Funds Management Learning Material for Beg
PDF
FINAL CALL-6th International Conference on Networks & IOT (NeTIOT 2025)
PPTX
CHE NAA, , b,mn,mblblblbljb jb jlb ,j , ,C PPT.pptx
PPTX
Introuction about WHO-FIC in ICD-10.pptx
PPTX
SAP Ariba Sourcing PPT for learning material
PPTX
Introduction to Information and Communication Technology
Introuction about ICD -10 and ICD-11 PPT.pptx
PptxGenJS_Demo_Chart_20250317130215833.pptx
The New Creative Director: How AI Tools for Social Media Content Creation Are...
Slides PDF The World Game (s) Eco Economic Epochs.pdf
international classification of diseases ICD-10 review PPT.pptx
Introduction about ICD -10 and ICD11 on 5.8.25.pptx
💰 𝐔𝐊𝐓𝐈 𝐊𝐄𝐌𝐄𝐍𝐀𝐍𝐆𝐀𝐍 𝐊𝐈𝐏𝐄𝐑𝟒𝐃 𝐇𝐀𝐑𝐈 𝐈𝐍𝐈 𝟐𝟎𝟐𝟓 💰
presentation_pfe-universite-molay-seltan.pptx
Sims 4 Historia para lo sims 4 para jugar
Testing WebRTC applications at scale.pdf
Power Point - Lesson 3_2.pptx grad school presentation
How to Ensure Data Integrity During Shopify Migration_ Best Practices for Sec...
innovation process that make everything different.pptx
Cloud-Scale Log Monitoring _ Datadog.pdf
Funds Management Learning Material for Beg
FINAL CALL-6th International Conference on Networks & IOT (NeTIOT 2025)
CHE NAA, , b,mn,mblblblbljb jb jlb ,j , ,C PPT.pptx
Introuction about WHO-FIC in ICD-10.pptx
SAP Ariba Sourcing PPT for learning material
Introduction to Information and Communication Technology

chapter11 liner model programing.pptx

  • 3. Waiting line models that have been develop to help managers make better decision concerning the operation of waiting lines. We also showed how an economics analysis of the waiting line could be conducted by developing a total cost model that includes the cost associated with units waiting for services and the cost required to operate the service facility.
  • 4. Models have been develop to help managers understand and make better decisions concerning the operation of waiting lines. In management science terminology ,a waiting lines is also known as queue and the body of knowledge dealing with waiting lines is known as queueing theory.
  • 5. Waiting line models- consist of mathematics formulas and relationships that can be used to determine the operating characteristics (performance measures)for a waiting line. Operating characteristics of interest include these: 1.The probability that no units are in the system (I,e the system is idle) 2.The average number of units in the waiting line.
  • 6. 3.The average number of units in the system(the number of units in the service time)plus the number of units being served). 4.The average time a unit spend in the waiting line. 5.The average time a unit spend in the system (the waiting time plus the service time). 6.The probability that an arriving unit as to wait for service.
  • 7. Structure of a waiting line system Burger Dome is concerned that the methods currently used to serve customers are resulting in excessive waiting times and a possible loss of sale. Management wants to conduct a waiting line study to help determine the best approach to reduce waiting times and improve service
  • 8. Single –serve waiting line each customer entering the Burger Dome restaurant is served by a single order-filling station that handles order placement ,bill payment and food delivery. Distribution of Arrivals –Defined the arrival process for a waiting line involves determining the probability distribution for the number of arrivals in a given period of time.
  • 9. Distribution of Service Times-is the time a customer spends as the service facility once the service has started. Exponential probability distribution- Formulas are available for providing useful information about the operation of the waiting line. Queue Discipline-(FCFS) –First come and First served basis. For example ,when people board an airplane the last passengers to board are typically the first to deplane since many airlines have the passengers with seat assignment in the back of the plane board first.
  • 10. Steady-State Operation- the beginning or startup period is referred to as the transient period. The transient period ends when the system reaches the normal or steady-state operation. Waiting line models describe the steady-state operating characteristics of a waiting line. Managers’ Use of waiting line models -This condition indicates a fairly high probability that Burger Dome will experiences some long waiting lines if it continues to use the single –server operation.
  • 11. Improving the waiting line operation- Waiting line models often indicates when improvements in operating characteristics are desirable. 1.Increasing the service rate by making a creative design change or by using new technology. 2.Add one or more servers so that more customers can be served simultaneously. Excel Solution of Waiting Line Models- Waiting line models are easily implemented with the aid of spreadsheets.
  • 12. Multiple-server waiting line- consists of two or more server that are assumed to be identical in terms of service capability. For multiple-server systems there are two typical queueing possibilities. 1.arriving customers wait in a single waiting line (called a “pooled” or “shared” queue) and then move to the first available server for processing. 2.Each server has a “dedicated” queue and an arriving customer selects one of these lines to join(and typically is not allowed to switch lines).
  • 13. Economics Analysis of Waiting Lines- To conduct an economics analysis of a waiting line we must obtain reasonable estimates of the waiting cost and the service cost. Constant Service Times- Such a waiting line can occur in production and manufacturing environments where machine- controlled service times are generally constant. Waiting Line Models With Finite Calling Populations-Infinite calling population –In technique terms when no limits is placed on how many units seek service.
  • 14. Finite calling population-In this situation the arrival rate for the system change ,depending on the number of unity in the waiting line. 1.The arrivals for each units follow a poison probability distribution ,with arrival rate. 2.The service times follow an exponential probability distribution with service rate . 3.The population of units that may seek service.
  • 15. THANK YOU!! “Let us always meet each other with a smile for the smile is the beginning of love”.