SlideShare a Scribd company logo
1 of 25
Transportation
Problem
Fungsi
• untuk memecahkan masalah pengiriman komoditas dari suatu sumber (mis. Pabrik) ke
tujuan (mis. Gudang)
• untuk mengatur distribusi dari sumber-sumber yang menyediakan produk yang sama, ke
tempat-tempat yang membutuhkan secara optimal.
• memecahkan masalah bisnis, pembelanjaan modal, alokasi dana untuk investasi, analisis
lokasi, keseimbangan lini perakitan dan perencanaan serta scheduling produksi.
Tujuan
• agar biaya distribusi dapat ditekan seminimal mungkin
• Memecahkan permasalahan distribusi (alokasi)
• Memecahkan permasalahan bisnis lainnya, seperti masalah-masalah yang meliputi
pengiklanan, pembelanjaan modal (capital financing) dan alokasi dana untuk investasi,
analisis lokasi, keseimbangan lini perakitan dan perencanaan scheduling produksi
Ciri-Ciri
Kendala
Example
Powerco has three electric power plants that supply the needs of four cities. Each power
plant can supply the following numbers of kilowatt-hours (kwh) of electricity: plant 1—35
million; plant 2—50 million; plant 3—40 million (see Table 1). The peak power demands in
these cities, which occur at the same time (2 P.M.), are as follows (in kwh): city1—45
million; city 2—20 million; city 3—30 million; city 4—30 million. The costs of sending 1
million kwh of electricity from plant to city depend on the distance the electricity must
travel. Formulate an LP to minimize the cost of meeting each city’s peak power demand.
Constraint (Kendala)
Supply
Constraint
Demand
Constraint
General Description of a
Transportation Problem
Balancing a Transportation Problem If Total Supply Exceeds Total Demand
◦ If total supply exceeds total demand, we can balance a transportation problem by creating a
dummy demand point that has a demand equal to the amount of excess supply.
Balancing a Transportation Problem If Total Supply Is Less Than Total Demand
◦ Creating a dummy supply point.
Finding Basic Feasible Solutions
for Transportation Problems
We are now ready to discuss three methods that can be used to fifind a basic feasible
solution for a balanced transportation problem:
1. Northwest corner method
2. Minimum-cost method
3. Vogel’s method
Northwest Corner Method
We illustrate the use of the northwest corner method by fifinding a bfs for the balanced
transportation problem in Table 15. (We do not list the costs because they are not
needed to apply the algorithm.)
Minimum-Cost Method for Finding
a Basic Feasible Solution
Vogel’s Method for Finding a
Basic Feasible Solution
Begin by computing for each row (and column) a “penalty” equal to the difference
between the two smallest costs in the row (column). Next fifind the row or column with
the largest penalty. Choose as the fifirst basic variable the variable in this row or column
that has the smallest shipping cost.
Of the three methods we have discussed for finding a bfs, the northwest corner method
requires the least effort, and Vogel’s method requires the most effort. Extensive
research [Glover et al. (1974)] has shown, however, that when Vogel’s method is used to
find an initial bfs, it usually takes substantially fewer pivots than if the other two methods
had been used. For this reason, the northwest corner and minimum-cost methods are
rarely used to find a basic feasible solution to a large transportation problem.

More Related Content

What's hot

9. transportation model
9. transportation model9. transportation model
9. transportation modelSudipta Saha
 
How to determine demand Centers-of-Gravity
How to determine demand Centers-of-Gravity How to determine demand Centers-of-Gravity
How to determine demand Centers-of-Gravity StellingConsulting
 
Bba 3274 qm week 9 transportation and assignment models
Bba 3274 qm week 9 transportation and assignment modelsBba 3274 qm week 9 transportation and assignment models
Bba 3274 qm week 9 transportation and assignment modelsStephen Ong
 
LP network chapter 5 transportation and assignment problem
LP  network chapter 5 transportation and assignment problemLP  network chapter 5 transportation and assignment problem
LP network chapter 5 transportation and assignment problemHarun Al-Rasyid Lubis
 
Facility location models ppt @ DOMS
Facility location models ppt @ DOMS Facility location models ppt @ DOMS
Facility location models ppt @ DOMS Babasab Patil
 
Simulation Model to Optimize Drilling Parameters for Proper Hole Inclination ...
Simulation Model to Optimize Drilling Parameters for Proper Hole Inclination ...Simulation Model to Optimize Drilling Parameters for Proper Hole Inclination ...
Simulation Model to Optimize Drilling Parameters for Proper Hole Inclination ...PaulOkafor6
 
transporation problem
transporation problemtransporation problem
transporation problemVivek Lohani
 
Pa 906.transportation problem and algorithms final
Pa 906.transportation problem and algorithms finalPa 906.transportation problem and algorithms final
Pa 906.transportation problem and algorithms finalhsur2010
 

What's hot (14)

9. transportation model
9. transportation model9. transportation model
9. transportation model
 
Vam
VamVam
Vam
 
How to determine demand Centers-of-Gravity
How to determine demand Centers-of-Gravity How to determine demand Centers-of-Gravity
How to determine demand Centers-of-Gravity
 
Bba 3274 qm week 9 transportation and assignment models
Bba 3274 qm week 9 transportation and assignment modelsBba 3274 qm week 9 transportation and assignment models
Bba 3274 qm week 9 transportation and assignment models
 
Transportation
TransportationTransportation
Transportation
 
Chap 10
Chap 10Chap 10
Chap 10
 
LP network chapter 5 transportation and assignment problem
LP  network chapter 5 transportation and assignment problemLP  network chapter 5 transportation and assignment problem
LP network chapter 5 transportation and assignment problem
 
Facility location
Facility location Facility location
Facility location
 
Facility location models ppt @ DOMS
Facility location models ppt @ DOMS Facility location models ppt @ DOMS
Facility location models ppt @ DOMS
 
Facility location
Facility locationFacility location
Facility location
 
Simulation Model to Optimize Drilling Parameters for Proper Hole Inclination ...
Simulation Model to Optimize Drilling Parameters for Proper Hole Inclination ...Simulation Model to Optimize Drilling Parameters for Proper Hole Inclination ...
Simulation Model to Optimize Drilling Parameters for Proper Hole Inclination ...
 
transporation problem
transporation problemtransporation problem
transporation problem
 
Pa 906.transportation problem and algorithms final
Pa 906.transportation problem and algorithms finalPa 906.transportation problem and algorithms final
Pa 906.transportation problem and algorithms final
 
Labor and material variances
Labor and material variancesLabor and material variances
Labor and material variances
 

Similar to Transportation problem

QA CHAPTER III and IV(1)(1).pdf
QA CHAPTER III and IV(1)(1).pdfQA CHAPTER III and IV(1)(1).pdf
QA CHAPTER III and IV(1)(1).pdfTeshome48
 
chapter 3.pptx
chapter 3.pptxchapter 3.pptx
chapter 3.pptxDejeneDay
 
transportation-model.ppt
transportation-model.ppttransportation-model.ppt
transportation-model.pptanubhuti18
 
Transportation.pptx
Transportation.pptxTransportation.pptx
Transportation.pptxSauravDash10
 
Transportation model and assignment model
Transportation model and assignment modelTransportation model and assignment model
Transportation model and assignment modelpriyanka yadav
 
Deepika(14 mba5012) transportation ppt
Deepika(14 mba5012)  transportation pptDeepika(14 mba5012)  transportation ppt
Deepika(14 mba5012) transportation pptDeepika Bansal
 
Transportation model
Transportation modelTransportation model
Transportation modelmsn007
 
Linear Programming.pptx
Linear Programming.pptxLinear Programming.pptx
Linear Programming.pptxDrBabinDhasD
 
Transportation problem
Transportation problemTransportation problem
Transportation problemShubhagata Roy
 
03-Unit Three -OR.pptx
03-Unit Three -OR.pptx03-Unit Three -OR.pptx
03-Unit Three -OR.pptxAbdiMuceeTube
 
QABD Transportation problems-UNIT-3.pptx
QABD Transportation problems-UNIT-3.pptxQABD Transportation problems-UNIT-3.pptx
QABD Transportation problems-UNIT-3.pptxhonakjannu789
 
DEA Model: A Key Technology for the Future
DEA Model: A Key Technology for the FutureDEA Model: A Key Technology for the Future
DEA Model: A Key Technology for the Futureinventionjournals
 
Transportation Modelling - Quantitative Analysis and Discrete Maths
Transportation Modelling - Quantitative Analysis and Discrete MathsTransportation Modelling - Quantitative Analysis and Discrete Maths
Transportation Modelling - Quantitative Analysis and Discrete MathsKrupesh Shah
 

Similar to Transportation problem (20)

QA CHAPTER III and IV(1)(1).pdf
QA CHAPTER III and IV(1)(1).pdfQA CHAPTER III and IV(1)(1).pdf
QA CHAPTER III and IV(1)(1).pdf
 
chapter 3.pptx
chapter 3.pptxchapter 3.pptx
chapter 3.pptx
 
transportation-model.ppt
transportation-model.ppttransportation-model.ppt
transportation-model.ppt
 
Transportation.pptx
Transportation.pptxTransportation.pptx
Transportation.pptx
 
Transportation model and assignment model
Transportation model and assignment modelTransportation model and assignment model
Transportation model and assignment model
 
Transportation problems
Transportation problemsTransportation problems
Transportation problems
 
Deepika(14 mba5012) transportation ppt
Deepika(14 mba5012)  transportation pptDeepika(14 mba5012)  transportation ppt
Deepika(14 mba5012) transportation ppt
 
Transportation model
Transportation modelTransportation model
Transportation model
 
O.R UNIT 3.pdf
O.R UNIT 3.pdfO.R UNIT 3.pdf
O.R UNIT 3.pdf
 
07. Transportation Problem.pptx
07. Transportation Problem.pptx07. Transportation Problem.pptx
07. Transportation Problem.pptx
 
OR 14 15-unit_2
OR 14 15-unit_2OR 14 15-unit_2
OR 14 15-unit_2
 
Linear Programming.pptx
Linear Programming.pptxLinear Programming.pptx
Linear Programming.pptx
 
T P
T PT P
T P
 
Assign transportation
Assign transportationAssign transportation
Assign transportation
 
Transportation problem
Transportation problemTransportation problem
Transportation problem
 
03-Unit Three -OR.pptx
03-Unit Three -OR.pptx03-Unit Three -OR.pptx
03-Unit Three -OR.pptx
 
QABD Transportation problems-UNIT-3.pptx
QABD Transportation problems-UNIT-3.pptxQABD Transportation problems-UNIT-3.pptx
QABD Transportation problems-UNIT-3.pptx
 
DEA Model: A Key Technology for the Future
DEA Model: A Key Technology for the FutureDEA Model: A Key Technology for the Future
DEA Model: A Key Technology for the Future
 
Transportation Modelling - Quantitative Analysis and Discrete Maths
Transportation Modelling - Quantitative Analysis and Discrete MathsTransportation Modelling - Quantitative Analysis and Discrete Maths
Transportation Modelling - Quantitative Analysis and Discrete Maths
 
A0280115(1)
A0280115(1)A0280115(1)
A0280115(1)
 

Recently uploaded

CELL CYCLE Division Science 8 quarter IV.pptx
CELL CYCLE Division Science 8 quarter IV.pptxCELL CYCLE Division Science 8 quarter IV.pptx
CELL CYCLE Division Science 8 quarter IV.pptxJiesonDelaCerna
 
MARGINALIZATION (Different learners in Marginalized Group
MARGINALIZATION (Different learners in Marginalized GroupMARGINALIZATION (Different learners in Marginalized Group
MARGINALIZATION (Different learners in Marginalized GroupJonathanParaisoCruz
 
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
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxGaneshChakor2
 
Employee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxEmployee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxNirmalaLoungPoorunde1
 
EPANDING THE CONTENT OF AN OUTLINE using notes.pptx
EPANDING THE CONTENT OF AN OUTLINE using notes.pptxEPANDING THE CONTENT OF AN OUTLINE using notes.pptx
EPANDING THE CONTENT OF AN OUTLINE using notes.pptxRaymartEstabillo3
 
internship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developerinternship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developerunnathinaik
 
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17Celine George
 
Historical philosophical, theoretical, and legal foundations of special and i...
Historical philosophical, theoretical, and legal foundations of special and i...Historical philosophical, theoretical, and legal foundations of special and i...
Historical philosophical, theoretical, and legal foundations of special and i...jaredbarbolino94
 
ECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptx
ECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptxECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptx
ECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptxiammrhaywood
 
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
 
Types of Journalistic Writing Grade 8.pptx
Types of Journalistic Writing Grade 8.pptxTypes of Journalistic Writing Grade 8.pptx
Types of Journalistic Writing Grade 8.pptxEyham Joco
 
Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17Celine George
 
How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17Celine George
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)eniolaolutunde
 
Proudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptxProudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptxthorishapillay1
 

Recently uploaded (20)

CELL CYCLE Division Science 8 quarter IV.pptx
CELL CYCLE Division Science 8 quarter IV.pptxCELL CYCLE Division Science 8 quarter IV.pptx
CELL CYCLE Division Science 8 quarter IV.pptx
 
MARGINALIZATION (Different learners in Marginalized Group
MARGINALIZATION (Different learners in Marginalized GroupMARGINALIZATION (Different learners in Marginalized Group
MARGINALIZATION (Different learners in Marginalized Group
 
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
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptx
 
Employee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxEmployee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptx
 
ESSENTIAL of (CS/IT/IS) class 06 (database)
ESSENTIAL of (CS/IT/IS) class 06 (database)ESSENTIAL of (CS/IT/IS) class 06 (database)
ESSENTIAL of (CS/IT/IS) class 06 (database)
 
EPANDING THE CONTENT OF AN OUTLINE using notes.pptx
EPANDING THE CONTENT OF AN OUTLINE using notes.pptxEPANDING THE CONTENT OF AN OUTLINE using notes.pptx
EPANDING THE CONTENT OF AN OUTLINE using notes.pptx
 
internship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developerinternship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developer
 
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
 
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdfTataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
 
Historical philosophical, theoretical, and legal foundations of special and i...
Historical philosophical, theoretical, and legal foundations of special and i...Historical philosophical, theoretical, and legal foundations of special and i...
Historical philosophical, theoretical, and legal foundations of special and i...
 
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🔝
 
ECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptx
ECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptxECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptx
ECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.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
 
Types of Journalistic Writing Grade 8.pptx
Types of Journalistic Writing Grade 8.pptxTypes of Journalistic Writing Grade 8.pptx
Types of Journalistic Writing Grade 8.pptx
 
Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17
 
How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17
 
OS-operating systems- ch04 (Threads) ...
OS-operating systems- ch04 (Threads) ...OS-operating systems- ch04 (Threads) ...
OS-operating systems- ch04 (Threads) ...
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)
 
Proudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptxProudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptx
 

Transportation problem

  • 2. Fungsi • untuk memecahkan masalah pengiriman komoditas dari suatu sumber (mis. Pabrik) ke tujuan (mis. Gudang) • untuk mengatur distribusi dari sumber-sumber yang menyediakan produk yang sama, ke tempat-tempat yang membutuhkan secara optimal. • memecahkan masalah bisnis, pembelanjaan modal, alokasi dana untuk investasi, analisis lokasi, keseimbangan lini perakitan dan perencanaan serta scheduling produksi.
  • 3. Tujuan • agar biaya distribusi dapat ditekan seminimal mungkin • Memecahkan permasalahan distribusi (alokasi) • Memecahkan permasalahan bisnis lainnya, seperti masalah-masalah yang meliputi pengiklanan, pembelanjaan modal (capital financing) dan alokasi dana untuk investasi, analisis lokasi, keseimbangan lini perakitan dan perencanaan scheduling produksi
  • 6. Example Powerco has three electric power plants that supply the needs of four cities. Each power plant can supply the following numbers of kilowatt-hours (kwh) of electricity: plant 1—35 million; plant 2—50 million; plant 3—40 million (see Table 1). The peak power demands in these cities, which occur at the same time (2 P.M.), are as follows (in kwh): city1—45 million; city 2—20 million; city 3—30 million; city 4—30 million. The costs of sending 1 million kwh of electricity from plant to city depend on the distance the electricity must travel. Formulate an LP to minimize the cost of meeting each city’s peak power demand.
  • 7.
  • 8.
  • 10. General Description of a Transportation Problem
  • 11.
  • 12. Balancing a Transportation Problem If Total Supply Exceeds Total Demand ◦ If total supply exceeds total demand, we can balance a transportation problem by creating a dummy demand point that has a demand equal to the amount of excess supply. Balancing a Transportation Problem If Total Supply Is Less Than Total Demand ◦ Creating a dummy supply point.
  • 13.
  • 14. Finding Basic Feasible Solutions for Transportation Problems We are now ready to discuss three methods that can be used to fifind a basic feasible solution for a balanced transportation problem: 1. Northwest corner method 2. Minimum-cost method 3. Vogel’s method
  • 15. Northwest Corner Method We illustrate the use of the northwest corner method by fifinding a bfs for the balanced transportation problem in Table 15. (We do not list the costs because they are not needed to apply the algorithm.)
  • 16.
  • 17.
  • 18. Minimum-Cost Method for Finding a Basic Feasible Solution
  • 19.
  • 20.
  • 21. Vogel’s Method for Finding a Basic Feasible Solution Begin by computing for each row (and column) a “penalty” equal to the difference between the two smallest costs in the row (column). Next fifind the row or column with the largest penalty. Choose as the fifirst basic variable the variable in this row or column that has the smallest shipping cost.
  • 22.
  • 23.
  • 24.
  • 25. Of the three methods we have discussed for finding a bfs, the northwest corner method requires the least effort, and Vogel’s method requires the most effort. Extensive research [Glover et al. (1974)] has shown, however, that when Vogel’s method is used to find an initial bfs, it usually takes substantially fewer pivots than if the other two methods had been used. For this reason, the northwest corner and minimum-cost methods are rarely used to find a basic feasible solution to a large transportation problem.