SlideShare a Scribd company logo
1 of 24
1Slide
Lecture #1Lecture #1
Introduction to OperationsIntroduction to Operations
ResearchResearch
ByBy
Dr. Ehtesham HussainDr. Ehtesham Hussain
ehussain@uok.edu.pkehussain@uok.edu.pk
Associate ProfessorAssociate Professor
Department of StatisticsDepartment of Statistics
University of KarachiUniversity of Karachi
2Slide
Operations Research (American)Operations Research (American)
Operational Research (Britisher)Operational Research (Britisher)
Now-a-daysNow-a-days referred asreferred as
Management ScienceManagement Science
In brief:
OR
MS
3Slide
Books:Books:
1.1. Taha, H.A;Taha, H.A;
Operations Research An introductionOperations Research An introduction
Macmillan.Macmillan.
2. Bronson, R.2. Bronson, R.
Operations ResearchOperations Research
Schaum outline series, Mc Grow-HillSchaum outline series, Mc Grow-Hill
3. Hiller, F.S and G, J. Lieberman;3. Hiller, F.S and G, J. Lieberman;
Introduction to Operations ResearchIntroduction to Operations Research
Holden-Day, Inc; San FranciscHolden-Day, Inc; San Francisc
4. William Peacock;4. William Peacock;
Quantitative MethodsQuantitative Methods for Management Decisions.for Management Decisions.
Wiley. Jan.Wiley. Jan.
4Slide
Several Friendly Spread SheetSeveral Friendly Spread Sheet
Programs are available on CDs.Programs are available on CDs.
 ToraTora
 LindoLindo
 Quality Management etc.Quality Management etc.
5Slide
Brief History:Brief History:
The subject of Operation Research is conceive fromThe subject of Operation Research is conceive from
Word War II.Word War II.
During World War II, British military leaders askedDuring World War II, British military leaders asked
scientists and engineers to analyze several militaryscientists and engineers to analyze several military
problems:problems:
The development of radar and management ofThe development of radar and management of
convoy, bombing, antisubmarine and miningconvoy, bombing, antisubmarine and mining
operations,operations,
The application of mathematics and the scientificThe application of mathematics and the scientific
method to military operations was called operationsmethod to military operations was called operations
research.research.
6Slide
Operations Research (OR)Operations Research (OR)
 Is the study of how to form mathematicalIs the study of how to form mathematical
methods of complex engineering andmethods of complex engineering and
management problems, and how to analyzemanagement problems, and how to analyze
them to gain insight about possiblethem to gain insight about possible
solutions.solutions.
7Slide
 The field of operations research, orThe field of operations research, or
management science (MS), ismanagement science (MS), is
concerned with the development andconcerned with the development and
application of quantitative analyses toapplication of quantitative analyses to
the solution of problems faced bythe solution of problems faced by
managers of public and privatemanagers of public and private
organizations.organizations.
8Slide
 Operations research may be describedOperations research may be described
as a scientific approach to decisionas a scientific approach to decision
making that involves the operations ofmaking that involves the operations of
organizational systems.organizational systems.
9Slide
OperationOperation
Operation is the process of transformingOperation is the process of transforming
inputs into outputs and thereby addinginputs into outputs and thereby adding
value to some entity; this constitutes thevalue to some entity; this constitutes the
primary function of virtually everyprimary function of virtually every
organization.organization.
10Slide
In Operations Research we tackleIn Operations Research we tackle
problems like:problems like:
 Production and distribution at minimum cost.Production and distribution at minimum cost.
 Maximum profit plan.Maximum profit plan.
 Cheapest way to ship the goods.Cheapest way to ship the goods.
 Planning work shifts for large organizations.Planning work shifts for large organizations.
 Designing facilities for customer service.Designing facilities for customer service.
 Choosing investments for available funds.Choosing investments for available funds.
 Budget Allocation Problems etc.Budget Allocation Problems etc.
11Slide
What Operations Researchers,What Operations Researchers,
Statistician, Mathematician andStatistician, Mathematician and
Computer Scientist want to do?Computer Scientist want to do?
Since we are living in continuouslySince we are living in continuously
changing world they want to capture thechanging world they want to capture the
behaviors of this world by Mathematicalbehaviors of this world by Mathematical
ModelsModels
12Slide
A mathematical model is the collection ofA mathematical model is the collection of
variables and relationships needed tovariables and relationships needed to
describe pertinent features of such adescribe pertinent features of such a
problem.problem.
Mathematical model:
13Slide
Steps:Steps:
Formulating the problem:Formulating the problem:
 Constructing a mathematical model to represent theConstructing a mathematical model to represent the
system under study.system under study.
 Deriving a solution from the model.Deriving a solution from the model.
 Testing the model and the solution derived from it.Testing the model and the solution derived from it.
 Establishing controls over the solutions.Establishing controls over the solutions.
 Putting the solution to work: implementation.Putting the solution to work: implementation.
14Slide
The Modeling Process:The Modeling Process:
Real System Model
Model
conclusion
Real
Conclusion
Formulation
Interpretation
15Slide
Modeling The Real WorldModeling The Real World
Defining the problem
Developing a model
Acquiring input data
Developing a solution
Testing the solution
Analyzing the results
Implementing the Results
16Slide
Types of MathematicalTypes of Mathematical
Programming ModelsProgramming Models
 Linear programming (L.P).Linear programming (L.P).
 Non-linear programming.Non-linear programming.
 Integer programming.Integer programming.
Dynamic programming.Dynamic programming.
17Slide
L.P is most frequently used to allocate limited
or scarce resources. Some allocation problems
tackled by this method are:
 Product mix problems.
 Component mix problems.
 Problems of financial budgeting and planning.
 Routing and logistic.
18Slide
A central theme in OR is the
optimal allocation of scarce
Resources
19Slide
Benefits of using ORBenefits of using OR
TechniquesTechniques ::
Organizations Are SavingOrganizations Are Saving
Millions of Dollars.Millions of Dollars.
See photo state MaterialSee photo state Material
20Slide
Mathematical Model for ProfitMathematical Model for Profit
WE NEED TO KNOWWE NEED TO KNOW
1. Expenses (Total Cost)1. Expenses (Total Cost)
2. Revenue2. Revenue
3. Profit3. Profit
Total cost = Fixed cost – Variable cost per unit * number of unitsTotal cost = Fixed cost – Variable cost per unit * number of units
sold.sold.
Let X be the number of unitsLet X be the number of units
TC(X) = A + BXTC(X) = A + BX
Revenue = sold price * number of units soldRevenue = sold price * number of units sold
R(X) = P * XR(X) = P * X
Profit = Revenue – Total CostProfit = Revenue – Total Cost
Y = R (X)- TC(X)Y = R (X)- TC(X)
21Slide
We can find many otherWe can find many other
relevant information likerelevant information like
Break Even PointsBreak Even Points
BEV = Y = 0BEV = Y = 0
22Slide
For IllustrationFor Illustration
A factory has fixed overheads of pond 2000 perA factory has fixed overheads of pond 2000 per
week and manufactures pencils which it sellsweek and manufactures pencils which it sells
for 50p each. If the raw materials and labourfor 50p each. If the raw materials and labour
necessary to make a pencils are estimated tonecessary to make a pencils are estimated to
cost 30p,how many of them should thecost 30p,how many of them should the
company sell each week in order tocompany sell each week in order to break evenbreak even??
23Slide
SolutionSolution
Let x stand for the number of pencils sold each week.Let x stand for the number of pencils sold each week.
Revenue? , Expenditure?Revenue? , Expenditure?
R=0.5xR=0.5x
E=0.3x+2000E=0.3x+2000
Operations research

More Related Content

Viewers also liked (20)

Queuing Theory - Operation Research
Queuing Theory - Operation ResearchQueuing Theory - Operation Research
Queuing Theory - Operation Research
 
Operations research - an overview
Operations research -  an overviewOperations research -  an overview
Operations research - an overview
 
Gs503 vcf lecture 7 innovation finance i 300315
Gs503 vcf lecture 7 innovation finance i 300315Gs503 vcf lecture 7 innovation finance i 300315
Gs503 vcf lecture 7 innovation finance i 300315
 
OR 14 15-unit_3
OR 14 15-unit_3OR 14 15-unit_3
OR 14 15-unit_3
 
Inventory Management
Inventory ManagementInventory Management
Inventory Management
 
Quantitative techniques in business
Quantitative techniques in businessQuantitative techniques in business
Quantitative techniques in business
 
Queuing theory
Queuing theoryQueuing theory
Queuing theory
 
OR 14 15-unit_2
OR 14 15-unit_2OR 14 15-unit_2
OR 14 15-unit_2
 
Cpmprt
CpmprtCpmprt
Cpmprt
 
OR (JNTUK) III Mech Unit 8 simulation
OR (JNTUK) III Mech Unit 8  simulationOR (JNTUK) III Mech Unit 8  simulation
OR (JNTUK) III Mech Unit 8 simulation
 
Vcs slides on or 2014
Vcs slides on or 2014Vcs slides on or 2014
Vcs slides on or 2014
 
OR 14 15-unit_4
OR 14 15-unit_4OR 14 15-unit_4
OR 14 15-unit_4
 
Unit 3 sm
Unit 3 smUnit 3 sm
Unit 3 sm
 
Unit 6 inventory
Unit 6 inventoryUnit 6 inventory
Unit 6 inventory
 
Unit 7 dynamic programming
Unit 7   dynamic programmingUnit 7   dynamic programming
Unit 7 dynamic programming
 
Unit 4 sm
Unit 4 smUnit 4 sm
Unit 4 sm
 
Unit 2 sm
Unit 2 smUnit 2 sm
Unit 2 sm
 
Unit 4 or
Unit 4 orUnit 4 or
Unit 4 or
 
Lesson 31: The Simplex Method, I
Lesson 31: The Simplex Method, ILesson 31: The Simplex Method, I
Lesson 31: The Simplex Method, I
 
Replacement models in plant and operations
Replacement models in plant and operationsReplacement models in plant and operations
Replacement models in plant and operations
 

Similar to Operations research

Operations research.pptx
Operations research.pptxOperations research.pptx
Operations research.pptxssuserad3989
 
Operation research history and overview application limitation
Operation research history and overview application limitationOperation research history and overview application limitation
Operation research history and overview application limitationBalaji P
 
Fundamentals of Quantitative Analysis
Fundamentals of Quantitative AnalysisFundamentals of Quantitative Analysis
Fundamentals of Quantitative AnalysisJubayer Alam Shoikat
 
Introduction to operations research
Introduction to operations researchIntroduction to operations research
Introduction to operations researchDr. Abdulfatah Salem
 
#2. Limitations of Operation Research.pdf
#2. Limitations of Operation Research.pdf#2. Limitations of Operation Research.pdf
#2. Limitations of Operation Research.pdfbizuayehuadmasu1
 
Advanced Econometrics L3-4.pptx
Advanced Econometrics L3-4.pptxAdvanced Econometrics L3-4.pptx
Advanced Econometrics L3-4.pptxakashayosha
 
Quantitative management
Quantitative managementQuantitative management
Quantitative managementsmumbahelp
 
Marketing Research Approaches .docx
Marketing Research Approaches .docxMarketing Research Approaches .docx
Marketing Research Approaches .docxalfredacavx97
 
Operations Research ch1 (Introduction).pptx
Operations Research ch1 (Introduction).pptxOperations Research ch1 (Introduction).pptx
Operations Research ch1 (Introduction).pptxahmadhanandeh3
 
TOPIC Bench-marking Testing1. Windows operating system (Microso.docx
TOPIC Bench-marking Testing1. Windows operating system (Microso.docxTOPIC Bench-marking Testing1. Windows operating system (Microso.docx
TOPIC Bench-marking Testing1. Windows operating system (Microso.docxjuliennehar
 
Operations Management VTU BE Mechanical 2015 Solved paper
Operations Management VTU BE Mechanical 2015 Solved paperOperations Management VTU BE Mechanical 2015 Solved paper
Operations Management VTU BE Mechanical 2015 Solved paperSomashekar S.M
 
Operations research-an-introduction
Operations research-an-introductionOperations research-an-introduction
Operations research-an-introductionManoj Bhambu
 
decision making in Lp
decision making in Lp decision making in Lp
decision making in Lp Dronak Sahu
 
Bba 3274 qm week 1 introduction
Bba 3274 qm week 1 introductionBba 3274 qm week 1 introduction
Bba 3274 qm week 1 introductionStephen Ong
 
LESSON 04 - Descriptive Satatistics.pdf
LESSON 04 - Descriptive Satatistics.pdfLESSON 04 - Descriptive Satatistics.pdf
LESSON 04 - Descriptive Satatistics.pdfICOMICOM4
 

Similar to Operations research (20)

Operations research.pptx
Operations research.pptxOperations research.pptx
Operations research.pptx
 
Operation research history and overview application limitation
Operation research history and overview application limitationOperation research history and overview application limitation
Operation research history and overview application limitation
 
Fundamentals of Quantitative Analysis
Fundamentals of Quantitative AnalysisFundamentals of Quantitative Analysis
Fundamentals of Quantitative Analysis
 
Introduction to operations research
Introduction to operations researchIntroduction to operations research
Introduction to operations research
 
#2. Limitations of Operation Research.pdf
#2. Limitations of Operation Research.pdf#2. Limitations of Operation Research.pdf
#2. Limitations of Operation Research.pdf
 
Advanced Econometrics L3-4.pptx
Advanced Econometrics L3-4.pptxAdvanced Econometrics L3-4.pptx
Advanced Econometrics L3-4.pptx
 
Quantitative management
Quantitative managementQuantitative management
Quantitative management
 
Marketing Research Approaches .docx
Marketing Research Approaches .docxMarketing Research Approaches .docx
Marketing Research Approaches .docx
 
Operations Research ch1 (Introduction).pptx
Operations Research ch1 (Introduction).pptxOperations Research ch1 (Introduction).pptx
Operations Research ch1 (Introduction).pptx
 
TOPIC Bench-marking Testing1. Windows operating system (Microso.docx
TOPIC Bench-marking Testing1. Windows operating system (Microso.docxTOPIC Bench-marking Testing1. Windows operating system (Microso.docx
TOPIC Bench-marking Testing1. Windows operating system (Microso.docx
 
193_report (1)
193_report (1)193_report (1)
193_report (1)
 
Operations Management VTU BE Mechanical 2015 Solved paper
Operations Management VTU BE Mechanical 2015 Solved paperOperations Management VTU BE Mechanical 2015 Solved paper
Operations Management VTU BE Mechanical 2015 Solved paper
 
1. intro. to or & lp
1. intro. to or & lp1. intro. to or & lp
1. intro. to or & lp
 
5. mba 205 operations research assignment 2nd semester
5. mba 205 operations research assignment 2nd semester5. mba 205 operations research assignment 2nd semester
5. mba 205 operations research assignment 2nd semester
 
DEA
DEADEA
DEA
 
Operations research-an-introduction
Operations research-an-introductionOperations research-an-introduction
Operations research-an-introduction
 
decision making in Lp
decision making in Lp decision making in Lp
decision making in Lp
 
Rm tutorial
Rm tutorialRm tutorial
Rm tutorial
 
Bba 3274 qm week 1 introduction
Bba 3274 qm week 1 introductionBba 3274 qm week 1 introduction
Bba 3274 qm week 1 introduction
 
LESSON 04 - Descriptive Satatistics.pdf
LESSON 04 - Descriptive Satatistics.pdfLESSON 04 - Descriptive Satatistics.pdf
LESSON 04 - Descriptive Satatistics.pdf
 

Recently uploaded

The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Krashi Coaching
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Educationpboyjonauth
 
mini mental status format.docx
mini    mental       status     format.docxmini    mental       status     format.docx
mini mental status format.docxPoojaSen20
 
PSYCHIATRIC History collection FORMAT.pptx
PSYCHIATRIC   History collection FORMAT.pptxPSYCHIATRIC   History collection FORMAT.pptx
PSYCHIATRIC History collection FORMAT.pptxPoojaSen20
 
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions  for the students and aspirants of Chemistry12th.pptxOrganic Name Reactions  for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions for the students and aspirants of Chemistry12th.pptxVS Mahajan Coaching Centre
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxheathfieldcps1
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentInMediaRes1
 
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...Marc Dusseiller Dusjagr
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactdawncurless
 
How to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxHow to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxmanuelaromero2013
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxpboyjonauth
 
Employee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxEmployee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxNirmalaLoungPoorunde1
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformChameera Dedduwage
 
URLs and Routing in the Odoo 17 Website App
URLs and Routing in the Odoo 17 Website AppURLs and Routing in the Odoo 17 Website App
URLs and Routing in the Odoo 17 Website AppCeline George
 
Micromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of PowdersMicromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of PowdersChitralekhaTherkar
 
Concept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.CompdfConcept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.CompdfUmakantAnnand
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introductionMaksud Ahmed
 

Recently uploaded (20)

The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
Model Call Girl in Bikash Puri Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Bikash Puri  Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Bikash Puri  Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Bikash Puri Delhi reach out to us at 🔝9953056974🔝
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Education
 
mini mental status format.docx
mini    mental       status     format.docxmini    mental       status     format.docx
mini mental status format.docx
 
PSYCHIATRIC History collection FORMAT.pptx
PSYCHIATRIC   History collection FORMAT.pptxPSYCHIATRIC   History collection FORMAT.pptx
PSYCHIATRIC History collection FORMAT.pptx
 
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions  for the students and aspirants of Chemistry12th.pptxOrganic Name Reactions  for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media Component
 
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
 
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impact
 
How to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxHow to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptx
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptx
 
Employee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxEmployee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptx
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy Reform
 
URLs and Routing in the Odoo 17 Website App
URLs and Routing in the Odoo 17 Website AppURLs and Routing in the Odoo 17 Website App
URLs and Routing in the Odoo 17 Website App
 
Micromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of PowdersMicromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of Powders
 
Concept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.CompdfConcept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.Compdf
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 

Operations research

  • 1. 1Slide Lecture #1Lecture #1 Introduction to OperationsIntroduction to Operations ResearchResearch ByBy Dr. Ehtesham HussainDr. Ehtesham Hussain ehussain@uok.edu.pkehussain@uok.edu.pk Associate ProfessorAssociate Professor Department of StatisticsDepartment of Statistics University of KarachiUniversity of Karachi
  • 2. 2Slide Operations Research (American)Operations Research (American) Operational Research (Britisher)Operational Research (Britisher) Now-a-daysNow-a-days referred asreferred as Management ScienceManagement Science In brief: OR MS
  • 3. 3Slide Books:Books: 1.1. Taha, H.A;Taha, H.A; Operations Research An introductionOperations Research An introduction Macmillan.Macmillan. 2. Bronson, R.2. Bronson, R. Operations ResearchOperations Research Schaum outline series, Mc Grow-HillSchaum outline series, Mc Grow-Hill 3. Hiller, F.S and G, J. Lieberman;3. Hiller, F.S and G, J. Lieberman; Introduction to Operations ResearchIntroduction to Operations Research Holden-Day, Inc; San FranciscHolden-Day, Inc; San Francisc 4. William Peacock;4. William Peacock; Quantitative MethodsQuantitative Methods for Management Decisions.for Management Decisions. Wiley. Jan.Wiley. Jan.
  • 4. 4Slide Several Friendly Spread SheetSeveral Friendly Spread Sheet Programs are available on CDs.Programs are available on CDs.  ToraTora  LindoLindo  Quality Management etc.Quality Management etc.
  • 5. 5Slide Brief History:Brief History: The subject of Operation Research is conceive fromThe subject of Operation Research is conceive from Word War II.Word War II. During World War II, British military leaders askedDuring World War II, British military leaders asked scientists and engineers to analyze several militaryscientists and engineers to analyze several military problems:problems: The development of radar and management ofThe development of radar and management of convoy, bombing, antisubmarine and miningconvoy, bombing, antisubmarine and mining operations,operations, The application of mathematics and the scientificThe application of mathematics and the scientific method to military operations was called operationsmethod to military operations was called operations research.research.
  • 6. 6Slide Operations Research (OR)Operations Research (OR)  Is the study of how to form mathematicalIs the study of how to form mathematical methods of complex engineering andmethods of complex engineering and management problems, and how to analyzemanagement problems, and how to analyze them to gain insight about possiblethem to gain insight about possible solutions.solutions.
  • 7. 7Slide  The field of operations research, orThe field of operations research, or management science (MS), ismanagement science (MS), is concerned with the development andconcerned with the development and application of quantitative analyses toapplication of quantitative analyses to the solution of problems faced bythe solution of problems faced by managers of public and privatemanagers of public and private organizations.organizations.
  • 8. 8Slide  Operations research may be describedOperations research may be described as a scientific approach to decisionas a scientific approach to decision making that involves the operations ofmaking that involves the operations of organizational systems.organizational systems.
  • 9. 9Slide OperationOperation Operation is the process of transformingOperation is the process of transforming inputs into outputs and thereby addinginputs into outputs and thereby adding value to some entity; this constitutes thevalue to some entity; this constitutes the primary function of virtually everyprimary function of virtually every organization.organization.
  • 10. 10Slide In Operations Research we tackleIn Operations Research we tackle problems like:problems like:  Production and distribution at minimum cost.Production and distribution at minimum cost.  Maximum profit plan.Maximum profit plan.  Cheapest way to ship the goods.Cheapest way to ship the goods.  Planning work shifts for large organizations.Planning work shifts for large organizations.  Designing facilities for customer service.Designing facilities for customer service.  Choosing investments for available funds.Choosing investments for available funds.  Budget Allocation Problems etc.Budget Allocation Problems etc.
  • 11. 11Slide What Operations Researchers,What Operations Researchers, Statistician, Mathematician andStatistician, Mathematician and Computer Scientist want to do?Computer Scientist want to do? Since we are living in continuouslySince we are living in continuously changing world they want to capture thechanging world they want to capture the behaviors of this world by Mathematicalbehaviors of this world by Mathematical ModelsModels
  • 12. 12Slide A mathematical model is the collection ofA mathematical model is the collection of variables and relationships needed tovariables and relationships needed to describe pertinent features of such adescribe pertinent features of such a problem.problem. Mathematical model:
  • 13. 13Slide Steps:Steps: Formulating the problem:Formulating the problem:  Constructing a mathematical model to represent theConstructing a mathematical model to represent the system under study.system under study.  Deriving a solution from the model.Deriving a solution from the model.  Testing the model and the solution derived from it.Testing the model and the solution derived from it.  Establishing controls over the solutions.Establishing controls over the solutions.  Putting the solution to work: implementation.Putting the solution to work: implementation.
  • 14. 14Slide The Modeling Process:The Modeling Process: Real System Model Model conclusion Real Conclusion Formulation Interpretation
  • 15. 15Slide Modeling The Real WorldModeling The Real World Defining the problem Developing a model Acquiring input data Developing a solution Testing the solution Analyzing the results Implementing the Results
  • 16. 16Slide Types of MathematicalTypes of Mathematical Programming ModelsProgramming Models  Linear programming (L.P).Linear programming (L.P).  Non-linear programming.Non-linear programming.  Integer programming.Integer programming. Dynamic programming.Dynamic programming.
  • 17. 17Slide L.P is most frequently used to allocate limited or scarce resources. Some allocation problems tackled by this method are:  Product mix problems.  Component mix problems.  Problems of financial budgeting and planning.  Routing and logistic.
  • 18. 18Slide A central theme in OR is the optimal allocation of scarce Resources
  • 19. 19Slide Benefits of using ORBenefits of using OR TechniquesTechniques :: Organizations Are SavingOrganizations Are Saving Millions of Dollars.Millions of Dollars. See photo state MaterialSee photo state Material
  • 20. 20Slide Mathematical Model for ProfitMathematical Model for Profit WE NEED TO KNOWWE NEED TO KNOW 1. Expenses (Total Cost)1. Expenses (Total Cost) 2. Revenue2. Revenue 3. Profit3. Profit Total cost = Fixed cost – Variable cost per unit * number of unitsTotal cost = Fixed cost – Variable cost per unit * number of units sold.sold. Let X be the number of unitsLet X be the number of units TC(X) = A + BXTC(X) = A + BX Revenue = sold price * number of units soldRevenue = sold price * number of units sold R(X) = P * XR(X) = P * X Profit = Revenue – Total CostProfit = Revenue – Total Cost Y = R (X)- TC(X)Y = R (X)- TC(X)
  • 21. 21Slide We can find many otherWe can find many other relevant information likerelevant information like Break Even PointsBreak Even Points BEV = Y = 0BEV = Y = 0
  • 22. 22Slide For IllustrationFor Illustration A factory has fixed overheads of pond 2000 perA factory has fixed overheads of pond 2000 per week and manufactures pencils which it sellsweek and manufactures pencils which it sells for 50p each. If the raw materials and labourfor 50p each. If the raw materials and labour necessary to make a pencils are estimated tonecessary to make a pencils are estimated to cost 30p,how many of them should thecost 30p,how many of them should the company sell each week in order tocompany sell each week in order to break evenbreak even??
  • 23. 23Slide SolutionSolution Let x stand for the number of pencils sold each week.Let x stand for the number of pencils sold each week. Revenue? , Expenditure?Revenue? , Expenditure? R=0.5xR=0.5x E=0.3x+2000E=0.3x+2000