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Welingkar’s Distance Learning Division

CHAPTER-8

Operation Research Techniques in
Transportation

We Learn – A Continuous Learning Forum
North West Corner Rule
• Model to determine the optimum solution to a
problem of separate demand points being supplied
from separate points
• Let us take a situation where there are 3 supply
sources S1,S2,S3 and S4 and demand sinks
D1,D2,D3,D4
• The costs associate with 12 combinations as well as
the supplies ex each supply point and demands at
each demand center are depicted in the figure on
next slide
Ch-08 - 0peration Research Techniques in Transportation
North West Corner Rule fig-1
Destinations
/origins

D1

D2

D3

D4

D5

D6

S1

3

7

12

10

9

9

S2

14

20

13

6

12

4

S3

12

15

13

9

6

8

Demand

3

5

4

6

3

21

Ch-08 - 0peration Research Techniques in Transportation
North West Corner Rule fig-1
• The three supply points S1,S2 and S3 can supply 9
units, 4 units, and 8 units respectively, whereas the
three demand points D1, D2, D3, and D4 require
3,5,4,6 and 3 units respectively
• The cost at the point of calculation will be treated as
negative figures, because they are basically items
whose negative impact the exercise is trying to
minimize, in this case the total demand is 21units
and the supply available is also 21 units

Ch-08 - 0peration Research Techniques in Transportation
North West Corner Rule
• Where the supply may be more than demand, an
additional dummy demand column has to be put
with the residual supply being shown as units
required by this demand center, and in the boxes for
costs zero should be put
• Similarly, in case demand exceeds shown there
against, and again in the cost zero should be put in
the respective additional squares.

Ch-08 - 0peration Research Techniques in Transportation
North West Corner Rule Figure-2
Destinations/
origins

D1

D2

D3

D4

D5

Supply

S1

11

12

13

14

15

9

S2

21

22

23

24

25

4

S3

31

32

33

34

35

8

Demand

3

5

4

6

3

21

Ch-08 - 0peration Research Techniques in Transportation
North West Corner Rule Figure-2
• In fig2 we shall give the 15 squares individual
numbers for easier identification
• The five squares across supply point 1 will
have no. 11 to 15, against supply point 2 the
numbers will be 21 to 25, and for the 3rd one
the no. will be 31 to 35.

Ch-08 - 0peration Research Techniques in Transportation
North West Corner Rule Figure-2
• Allocate supplies fro the supply sources to the demand sinks
• The process starts form the north west corner i.e. square
11, and hence the name north west corner rule
• Demand sink 1 has requirement for 3 units, and supply source
1 can supply 9 units, the total requirement of D1 from
S1, when the situation is such that after meeting the demand
of D1 from S1 , units remain, then the next allotment should
be made horizontally, i.e. the next supply from S1 should go to
D2

Ch-08 - 0peration Research Techniques in Transportation
Deploying vehicles-Listing Method

C

D

A

G

E

B

F

Ch-08 - 0peration Research Techniques in Transportation
Deploying vehicles-Listing Method
• A is the starting point from where materials are sent
out for delivery to various points B,C, D,E,F and G.
• The distance between
• A and B is 9 km, A and C is 11 km
• B & C is 9 km, C & D is 14 km
• C & E is 11 km, D & E is 7 km
• E & F is 10 km, D & F is 10 km
• D & G is 15 km, F & G is 11 km

Ch-08 - 0peration Research Techniques in Transportation
Listing Method
A

B

C

D

E

F

G

AB=9

BA=9

CA=11

DC=14

EB=14

FD=10

GD=15

AC=11

BC=9

CB=9

DE=7

EC=11

FE=10

GF=11

BE=14

CD=14

DF=10

ED=7

FG=11

CE=11

DG=15

EF=10

Ch-08 - 0peration Research Techniques in Transportation
Listing Method
• To initiate the solution procedure , a value of zero is
assigned to the starting point, in this case A.
• Thereafter select the shortest distance from origin A
which in this case is AB as AC is longer at 11. In case
both the distances are the same then selecting either
will do
• The value of B will be the total of value for A Zero
plus the value AB which is 9 i.e.9

Ch-08 - 0peration Research Techniques in Transportation
Listing Method
A=0

B=9

C

D

E

F

G

CA=11

DC=14

EB=14

FD=10

GD=15

BC=9

CB=9

DE=7

EC=11

FE=10

GF=11

BE=14

CD=14

DF=10

ED=7

FG=11

CE=11

DG=15

EF=10

Ch-08 - 0peration Research Techniques in Transportation
Listing Method
• Thereafter from B we again choose the
shortest of the alternate routes
• You would have noted that under B, the route
BA has been removed because that is no
longer an option

Ch-08 - 0peration Research Techniques in Transportation
Listing Method
A=0

B=9

D

E

F

G

DC=14

EB=14

FD=10

GD=15

DE=7

BE=14

C=18

EC=11

FE=10

GF=11

CD=14

DF=10

ED=7

FG=11

CE=11

DG=15

EF=10

Ch-08 - 0peration Research Techniques in Transportation
Listing Method
A=0

B=9

D

E

F

G

DC=14

EB=14

FD=10

GD=15

DE=7

BE=14

C=18

EC=11

FE=10

GF=11

CD=14

DF=10

ED=7

FG=11

CE=11

DG=15

EF=10

Ch-08 - 0peration Research Techniques in Transportation
Next we observe that from C E is a shorter
route hence
A=0

B=9

C=18

D

E=29

BE=14

CD=14

ED=7

DG=15

GD=15

FE=10

DF=10

G

FD=10

DE=7

F

GF=11

FG=11

EF=10

Ch-08 - 0peration Research Techniques in Transportation
Listing Method
• The route becomes A-B-C-E=29 km.
proceeding this way you will finally find that
the shortest route is
• A-B-C-E-D-F-G=9+9+11+7+10+11=57

Ch-08 - 0peration Research Techniques in Transportation
Listing Method
• The importance of this model is listing
• Unless they are plotted systematically and
eliminated sequentially the above apparently
simple exercise may be difficult in real life

Ch-08 - 0peration Research Techniques in Transportation
PERT & CPM
• In order to realize valid results within time and
budget expectations, one has to schedule jobs
and tasks
• Through scheduling one not only plans tasks,
but also checks that resources are utilized
optimally
• Above two techniques are very commonly
used

Ch-08 - 0peration Research Techniques in Transportation
Critical Path Method
• In CPM the entire project work plan is graphically
portrayed. This graph or network displays the
interdependencies between activities that will lead
to successful completion of the project. It must
satisfy the following objectives
– Evaluate progress towards attainment of project
completion
– Focus attention on potential and actual problems during
work

Ch-08 - 0peration Research Techniques in Transportation
Critical Path Method
– Provide frequent, accurate status reports at
critical check points
– Provide a regular and updated prediction of when
the project will be completed
– Provide at any time during the project
determination of the shortest completion time if
priorities and resources are shifted

Ch-08 - 0peration Research Techniques in Transportation
Preparing a flow chart
• The project events joined by lines (activities)
• The activities are depicted by lines illustrate
project relationships and inter dependences

Ch-08 - 0peration Research Techniques in Transportation
Preparing a flow chart
• The events depict significant occurrences or
milestones in the completion of the project
• Activities may be real or dummy, when it signifies an
actual task that has be done, which means resources
to be needed whereas dummy activities depicted in
the flow chart just to show that the dummy activity
needs to be completed before another activity can
be taken up, which means in terms of resource the
dummy will not extent any

Ch-08 - 0peration Research Techniques in Transportation
PERT network

7

3

1

2

5

4
Real Activites
Dummy Activites

6

8

9

10

Ch-08 - 0peration Research Techniques in Transportation
PERT
• Circles with numbers are events
• The dark continues lines depict real activities and
the hyphenated lines depict dummy activities
• The next step is to assign time to the activities as
well as resources and costs.
• This is where CPM comes in,
• While in PERT probabilistic time estimates are put
in while preparing the flow chart, CPM will use
exact deterministic times with cost benefit trade
offs
Ch-08 - 0peration Research Techniques in Transportation
Example of putting up a new systems set up at a
manufacturing location
1. Studying the existing system in details and
documenting all the current procedures
2. Customizing the system to suit the organizational
requirement
3. Configuring the hardware requirement
4. Making application to exercise authorities
5. Training staff for new system
6. Preparing new master data
7. Setting date for change over
8. Uploading old data on new server
Ch-08 - 0peration Research Techniques in Transportation
This brings up the issue of
• Optimistic time
– The time estimate if activity proceeds perfectly (a)

• Pessimistic time
– The time estimate if extreme difficulties are experienced
(b)

• Most Likely Time
– The expected time (c) the expected time as a mean can be
calculated by apportioning weights to the 3 times, for
instance giving weights of 1 each to (a) and (b) and 3 to (c)
one can calculate the mean time

Ch-08 - 0peration Research Techniques in Transportation
Activity

(a)

(b)

(c)

Expected
mean time

1.Studying the existing system in
details and documenting all the current
procedures

1

3

1.5

1.7

2.Customizing the system to suit the
organizational requirement

2

4

3

3

.25

.1

.5

.75

4. Making application to exercise
authorities

1

4

1.5

1.9

5. Training staff for new system

1

2

1

1.2

1.5

3

2

2.1

3.Configuring the hardware
requirement

6. Preparing new master data
7. Setting date for change over
8.Uploading old data on new server

Ch-08 - 0peration Research Techniques in Transportation
Network Representation
4
2
5

1

3

6
Real Activites
Dummy Activites

8

7
Ch-08 - 0peration Research Techniques in Transportation
Interpretation
• Linkage between (2) and (4) and (8) does not require
allotment of a resources from the organization, save
may be follow ups but non completion of event (4)
will not bring about event (8) and finally (7) now on
the basis of the expected mean time if we track the
path from (1) to (7) via the three routes we shall get
three sets of time. The one with longest time is the
critical path, while the others are the slack paths

Ch-08 - 0peration Research Techniques in Transportation
Summary
• To determine optimum solution to a
distribution problem, we need to employ
suitable operation research technique
• North-west corner rule, listing method are
suitable for planning and assigning vehicles for
different routes
• PERT and CPM are useful for timely
completion of a project

Ch-08 - 0peration Research Techniques in Transportation

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Operation Research Techniques in Transportation

  • 1. Welingkar’s Distance Learning Division CHAPTER-8 Operation Research Techniques in Transportation We Learn – A Continuous Learning Forum
  • 2. North West Corner Rule • Model to determine the optimum solution to a problem of separate demand points being supplied from separate points • Let us take a situation where there are 3 supply sources S1,S2,S3 and S4 and demand sinks D1,D2,D3,D4 • The costs associate with 12 combinations as well as the supplies ex each supply point and demands at each demand center are depicted in the figure on next slide Ch-08 - 0peration Research Techniques in Transportation
  • 3. North West Corner Rule fig-1 Destinations /origins D1 D2 D3 D4 D5 D6 S1 3 7 12 10 9 9 S2 14 20 13 6 12 4 S3 12 15 13 9 6 8 Demand 3 5 4 6 3 21 Ch-08 - 0peration Research Techniques in Transportation
  • 4. North West Corner Rule fig-1 • The three supply points S1,S2 and S3 can supply 9 units, 4 units, and 8 units respectively, whereas the three demand points D1, D2, D3, and D4 require 3,5,4,6 and 3 units respectively • The cost at the point of calculation will be treated as negative figures, because they are basically items whose negative impact the exercise is trying to minimize, in this case the total demand is 21units and the supply available is also 21 units Ch-08 - 0peration Research Techniques in Transportation
  • 5. North West Corner Rule • Where the supply may be more than demand, an additional dummy demand column has to be put with the residual supply being shown as units required by this demand center, and in the boxes for costs zero should be put • Similarly, in case demand exceeds shown there against, and again in the cost zero should be put in the respective additional squares. Ch-08 - 0peration Research Techniques in Transportation
  • 6. North West Corner Rule Figure-2 Destinations/ origins D1 D2 D3 D4 D5 Supply S1 11 12 13 14 15 9 S2 21 22 23 24 25 4 S3 31 32 33 34 35 8 Demand 3 5 4 6 3 21 Ch-08 - 0peration Research Techniques in Transportation
  • 7. North West Corner Rule Figure-2 • In fig2 we shall give the 15 squares individual numbers for easier identification • The five squares across supply point 1 will have no. 11 to 15, against supply point 2 the numbers will be 21 to 25, and for the 3rd one the no. will be 31 to 35. Ch-08 - 0peration Research Techniques in Transportation
  • 8. North West Corner Rule Figure-2 • Allocate supplies fro the supply sources to the demand sinks • The process starts form the north west corner i.e. square 11, and hence the name north west corner rule • Demand sink 1 has requirement for 3 units, and supply source 1 can supply 9 units, the total requirement of D1 from S1, when the situation is such that after meeting the demand of D1 from S1 , units remain, then the next allotment should be made horizontally, i.e. the next supply from S1 should go to D2 Ch-08 - 0peration Research Techniques in Transportation
  • 9. Deploying vehicles-Listing Method C D A G E B F Ch-08 - 0peration Research Techniques in Transportation
  • 10. Deploying vehicles-Listing Method • A is the starting point from where materials are sent out for delivery to various points B,C, D,E,F and G. • The distance between • A and B is 9 km, A and C is 11 km • B & C is 9 km, C & D is 14 km • C & E is 11 km, D & E is 7 km • E & F is 10 km, D & F is 10 km • D & G is 15 km, F & G is 11 km Ch-08 - 0peration Research Techniques in Transportation
  • 12. Listing Method • To initiate the solution procedure , a value of zero is assigned to the starting point, in this case A. • Thereafter select the shortest distance from origin A which in this case is AB as AC is longer at 11. In case both the distances are the same then selecting either will do • The value of B will be the total of value for A Zero plus the value AB which is 9 i.e.9 Ch-08 - 0peration Research Techniques in Transportation
  • 14. Listing Method • Thereafter from B we again choose the shortest of the alternate routes • You would have noted that under B, the route BA has been removed because that is no longer an option Ch-08 - 0peration Research Techniques in Transportation
  • 17. Next we observe that from C E is a shorter route hence A=0 B=9 C=18 D E=29 BE=14 CD=14 ED=7 DG=15 GD=15 FE=10 DF=10 G FD=10 DE=7 F GF=11 FG=11 EF=10 Ch-08 - 0peration Research Techniques in Transportation
  • 18. Listing Method • The route becomes A-B-C-E=29 km. proceeding this way you will finally find that the shortest route is • A-B-C-E-D-F-G=9+9+11+7+10+11=57 Ch-08 - 0peration Research Techniques in Transportation
  • 19. Listing Method • The importance of this model is listing • Unless they are plotted systematically and eliminated sequentially the above apparently simple exercise may be difficult in real life Ch-08 - 0peration Research Techniques in Transportation
  • 20. PERT & CPM • In order to realize valid results within time and budget expectations, one has to schedule jobs and tasks • Through scheduling one not only plans tasks, but also checks that resources are utilized optimally • Above two techniques are very commonly used Ch-08 - 0peration Research Techniques in Transportation
  • 21. Critical Path Method • In CPM the entire project work plan is graphically portrayed. This graph or network displays the interdependencies between activities that will lead to successful completion of the project. It must satisfy the following objectives – Evaluate progress towards attainment of project completion – Focus attention on potential and actual problems during work Ch-08 - 0peration Research Techniques in Transportation
  • 22. Critical Path Method – Provide frequent, accurate status reports at critical check points – Provide a regular and updated prediction of when the project will be completed – Provide at any time during the project determination of the shortest completion time if priorities and resources are shifted Ch-08 - 0peration Research Techniques in Transportation
  • 23. Preparing a flow chart • The project events joined by lines (activities) • The activities are depicted by lines illustrate project relationships and inter dependences Ch-08 - 0peration Research Techniques in Transportation
  • 24. Preparing a flow chart • The events depict significant occurrences or milestones in the completion of the project • Activities may be real or dummy, when it signifies an actual task that has be done, which means resources to be needed whereas dummy activities depicted in the flow chart just to show that the dummy activity needs to be completed before another activity can be taken up, which means in terms of resource the dummy will not extent any Ch-08 - 0peration Research Techniques in Transportation
  • 25. PERT network 7 3 1 2 5 4 Real Activites Dummy Activites 6 8 9 10 Ch-08 - 0peration Research Techniques in Transportation
  • 26. PERT • Circles with numbers are events • The dark continues lines depict real activities and the hyphenated lines depict dummy activities • The next step is to assign time to the activities as well as resources and costs. • This is where CPM comes in, • While in PERT probabilistic time estimates are put in while preparing the flow chart, CPM will use exact deterministic times with cost benefit trade offs Ch-08 - 0peration Research Techniques in Transportation
  • 27. Example of putting up a new systems set up at a manufacturing location 1. Studying the existing system in details and documenting all the current procedures 2. Customizing the system to suit the organizational requirement 3. Configuring the hardware requirement 4. Making application to exercise authorities 5. Training staff for new system 6. Preparing new master data 7. Setting date for change over 8. Uploading old data on new server Ch-08 - 0peration Research Techniques in Transportation
  • 28. This brings up the issue of • Optimistic time – The time estimate if activity proceeds perfectly (a) • Pessimistic time – The time estimate if extreme difficulties are experienced (b) • Most Likely Time – The expected time (c) the expected time as a mean can be calculated by apportioning weights to the 3 times, for instance giving weights of 1 each to (a) and (b) and 3 to (c) one can calculate the mean time Ch-08 - 0peration Research Techniques in Transportation
  • 29. Activity (a) (b) (c) Expected mean time 1.Studying the existing system in details and documenting all the current procedures 1 3 1.5 1.7 2.Customizing the system to suit the organizational requirement 2 4 3 3 .25 .1 .5 .75 4. Making application to exercise authorities 1 4 1.5 1.9 5. Training staff for new system 1 2 1 1.2 1.5 3 2 2.1 3.Configuring the hardware requirement 6. Preparing new master data 7. Setting date for change over 8.Uploading old data on new server Ch-08 - 0peration Research Techniques in Transportation
  • 30. Network Representation 4 2 5 1 3 6 Real Activites Dummy Activites 8 7 Ch-08 - 0peration Research Techniques in Transportation
  • 31. Interpretation • Linkage between (2) and (4) and (8) does not require allotment of a resources from the organization, save may be follow ups but non completion of event (4) will not bring about event (8) and finally (7) now on the basis of the expected mean time if we track the path from (1) to (7) via the three routes we shall get three sets of time. The one with longest time is the critical path, while the others are the slack paths Ch-08 - 0peration Research Techniques in Transportation
  • 32. Summary • To determine optimum solution to a distribution problem, we need to employ suitable operation research technique • North-west corner rule, listing method are suitable for planning and assigning vehicles for different routes • PERT and CPM are useful for timely completion of a project Ch-08 - 0peration Research Techniques in Transportation