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Transportation Method
A special case of
Linear Programming
Linear Programming ... 1
• A method of allocating resources in an
optimum way
• A decision making tool for all industries
• A mathematical method to maximize profits of
minimize costs
• Resources are decision variables
• Objective function = criteria for selecting the
best values for these variables
Linear Programming ... 2
• Limitations on resource availability are called
constraints set
• Linear = the criteria for selecting the variables
can be linear
• Entire problem can be expresses as straight
lines of planes
• Non-negativity constraints
Linear Programming Formula
• Maximize Z = C1*X1 + C2*X2 + .... +Cn*Xn
• Subject to
– A11*X1 + A12*X2 + .... + A1n*Xn < = B1
– A21*X1 + A22*X2 + .... + A2n*Xn < = B2
– ---– ---– Am1*X1 + Am2*X2 + .... +Amn*Xn <= Bm

• C, Amn and Bm re given constraints
Linear Programming Example
• A company making Hockey Sticks and Chess sets
• Hockey stick profit = $2, Chess set = $4
• Hockey stick takes 4 hours and Machine A and 2
hours at Machine B
• Chess takes 6 hours at Machine A and 6 hours at
Machine B and 1 hour at Machine C
• Machine A has max 120 hours capacity per day,
Machine B has 72 hours and machine C has 10
hours
Formulation
• H = number of Hockey sticks and C = number
of chess sets
• Maximize Z = $2*H + $4*C
• 4*H + 6*C <= 120 (Machine A)
• 2*H + 6*C <= 72 (Machine B)
• 1*C <= 10 (Machine C)
• H , C >= 0
Transportation
• Special case of Linear Programming
• Maximize profits, minimize costs of shipping
• N units, M destinations
Factory

Supply

Warehouse Demand

Faridabad

15

Patna

10

Gurgaon

6

Lucknow

12

Rohtak

14

Pune

15

Sonpat

11

Chennai

9
Suply costs per case INR
To
From

Patna

Lucknow Pune

Chennai

Faridabad

25

35

36

60

Gurgaon

55

30

25

25

Rohtak

40

50

80

90

Sonpat

30

40

66

75
Transportation Matrix
To
From

Patna

Lucknow Pune

Chennai

Factory Supply

Faridabad

25

35

36

60

15

Gurgaon

55

30

25

25

6

Rohtak

40

50

80

90

14

Sonpat

30

40

66

75

11

Destination
Requirements

10

12

15

9

46
46
Centroid Method
• To locate single facility considering existing
facilities
• Based on the distance and volume
• Simplistic assumptions
Delhi
500 (25, 450)

Location Volume
Mumbai
(350,400)

400

Y

Kolkata

1500

Bhopal

250

200

Bhopal
(400,150)

Nagpur

450

100

Kolkata
(325,75)

Mumbai

350

Centroid
(308,217)

300

0

100

200

300
X

Nagpur
(450, 350)

400

500

Delhi

45

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Transportation+method

  • 1. Transportation Method A special case of Linear Programming
  • 2. Linear Programming ... 1 • A method of allocating resources in an optimum way • A decision making tool for all industries • A mathematical method to maximize profits of minimize costs • Resources are decision variables • Objective function = criteria for selecting the best values for these variables
  • 3. Linear Programming ... 2 • Limitations on resource availability are called constraints set • Linear = the criteria for selecting the variables can be linear • Entire problem can be expresses as straight lines of planes • Non-negativity constraints
  • 4. Linear Programming Formula • Maximize Z = C1*X1 + C2*X2 + .... +Cn*Xn • Subject to – A11*X1 + A12*X2 + .... + A1n*Xn < = B1 – A21*X1 + A22*X2 + .... + A2n*Xn < = B2 – ---– ---– Am1*X1 + Am2*X2 + .... +Amn*Xn <= Bm • C, Amn and Bm re given constraints
  • 5. Linear Programming Example • A company making Hockey Sticks and Chess sets • Hockey stick profit = $2, Chess set = $4 • Hockey stick takes 4 hours and Machine A and 2 hours at Machine B • Chess takes 6 hours at Machine A and 6 hours at Machine B and 1 hour at Machine C • Machine A has max 120 hours capacity per day, Machine B has 72 hours and machine C has 10 hours
  • 6. Formulation • H = number of Hockey sticks and C = number of chess sets • Maximize Z = $2*H + $4*C • 4*H + 6*C <= 120 (Machine A) • 2*H + 6*C <= 72 (Machine B) • 1*C <= 10 (Machine C) • H , C >= 0
  • 7. Transportation • Special case of Linear Programming • Maximize profits, minimize costs of shipping • N units, M destinations
  • 9. Suply costs per case INR To From Patna Lucknow Pune Chennai Faridabad 25 35 36 60 Gurgaon 55 30 25 25 Rohtak 40 50 80 90 Sonpat 30 40 66 75
  • 10. Transportation Matrix To From Patna Lucknow Pune Chennai Factory Supply Faridabad 25 35 36 60 15 Gurgaon 55 30 25 25 6 Rohtak 40 50 80 90 14 Sonpat 30 40 66 75 11 Destination Requirements 10 12 15 9 46 46
  • 11. Centroid Method • To locate single facility considering existing facilities • Based on the distance and volume • Simplistic assumptions
  • 12. Delhi 500 (25, 450) Location Volume Mumbai (350,400) 400 Y Kolkata 1500 Bhopal 250 200 Bhopal (400,150) Nagpur 450 100 Kolkata (325,75) Mumbai 350 Centroid (308,217) 300 0 100 200 300 X Nagpur (450, 350) 400 500 Delhi 45