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SEMINAR ON TRANSPORTATION PROBLEM
By Susant Kumar Indrajitsingha M.Sc. Part-1
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CONTENTS Introduction Origin & Development of O.R
L.P formulation of the transportation problem Definition of Transportation Problem Algorithm of Transportation Problem Example of a Transportation Problem & it’s solution
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INTRODUCTION The Transportation Problem is one of the subclasses of L.P.Ps in which the objective is to transport various quantities of a single homogeneous commodity, that are initially stored at various sources , to different destinations in such a way that the total transport cost is minimum. To achieve this objective we must know the amount and location of available supplies and the quantities demanded. In addition , we must know the costs that result from transporting one unit of commodity from various origins to various destinations.
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Origin & Development of O.R
1917, A.K. Erlang,Danish Mathematician. 1940,McClosky & Trefthen ( World War II). 1949,R.R.L. Hyderabad. Prof. Mahalonobis,Second Five Years plan in India.
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LP FORMULATION OF TRANSPORTATION PROBLEM
A company manufacturing air-coolers has two plants located at Hyderabad and Mumbai with a capacity of 300 units and 100 units per week respectively.The company supplies the air-coolers to it’s four showrooms situated at Bangalore, Chennai, Delhi and Ernakulum which have a maximum demand of 85, 150, 150 & 55 units respectively. Due to the difference in raw material cost and transportation cost , the profit per unit per rupees differs which is shown in the table below : City Bangalore Chennai Delhi Ernakulum Hyderabad 110 90 75 55 Mumbai 65 50 80 45
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Mathematical Formulation
Maximize z=110x11 +90x12+75x13+55x14+65x21+50x22+80x23+45x24 The constraints are : X11+X12+X13+X14=300 , X21+X22+X23+X24=100 , X11+X21=85 , X12+X22=150 , X13+X23=120 , X14+X24=55, Xij ≥ 0 , i=1,2 & j=1,2,3,4 .
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DEFINITION C11 C12 . . . . . C1n a1 C21 C22 C2n a2 Cm1 Cm2 Cmn am
Destination 1 2 n Availability Origin C11 C12 C1n a1 C21 C22 C2n a2 . m Cm1 Cm2 Cmn am Receiving Capacity b1 b2 bn
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Solution of a Transportation problem
Formulate the given problem as a LPP. Set up the given LPP in transportation table. Examine whether total supply equals total demand. If not, introduce a dummy row/column. Find an I.B.F.S. Examine the solution obtained in step-4. If the solution is not optimum, modify the shipping schedule by including that unoccupied cell whose inclusion may result in an improved solution. Repeat step-4 until no further improvement is possible.
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Finding an Initial Basic Feasible Solution
North-West Corner Method. Least-Cost Method (Row/Column/Matrix minimum method), and Vogel’s Approximation Method ( or Penalty Method)
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Q. Find the initial basic feasible solution to the following Transportation Problem by North-West Corner Rule Destination Supply Origin 1 2 3 4 6 8 10 Demand
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Solution : 1 4 2 3 8 10
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3 4 2 8 10 1
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3 4 2 10 1
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2 4 10 1
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2 4 1 6
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1 4 2 3 8 10 6
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Example : Obtain the optimal solution of the following transportation problem applying Vogel's approximation method for finding out the initial basic feasible solution . D1 D2 D3 D4 Supply S1 3 7 6 4 5 S2 2 8 Demand
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Total demand = 3+3+2+2 = 10 Solution: Total supply = 5+2+3 = 10
Therefore it is a symmetrical transportation problem. Let us consider the transportation table . 3 7 6 4 5 4-3=1 2 3-2=1 8 6-3=3 4-2=2 Penalty↑ ←
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3 7 4 5 4-3=1 2 4-2=2 3-2=1 Penalty↑ ←
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3 7 4 5 4-3=1 2 7-3=4 5-4=1 Penalty↑ ←
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3 7 4 2 5
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3 7 6 4 2 5 8 u1+v1=3 ,u1+v2=7 ,u1+v4=4 u2+v3=3 ,u2+v4=2 ,u3+v2=3 By taking u1=0 & solving the above equations ,we get u1=0, u2=-2 , u3=-4, v1=3, v2=7 , v3=5 , v4=4.
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↓u →v 3 7 5 4 -2 1 2 -4 -1
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zij - cj -1 -3 1 -5 -7 3 0-Ѳ 2+Ѳ 5 Ѳ 2
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Choose Ѳ u1+v1=3 , u1+v4=4 , u2+v2=4 u2+v3=3 , u2+v4=2 , u3+v2=3
u1+v1=3 , u1+v4=4 , u2+v2=4 u2+v3=3 , u2+v4=2 , u3+v2=3 Taking u1=0 & solving the above equations, we get u1=0 , u2=-2 , u3=-3 , v1=3 , v2=6 , v3=5 , v4=4 .
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↓u →v 3 6 5 4 -2 1 2 -3
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zij - cj -1 -4 -6 Here zij-cj ≤ 0 so we have X11=3, X14=4 , X22=0 , X23=2 , X24=0 , X32=3 Minimum transportation cost is 3*3+2*7+2*3+3*3=38Unit . (Answer)
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Impossible is nothing ! Question section ?
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