Question

Find the maximum possible value of f = 80x + 160y and the values of x and y that give that value, subject to the constraints.

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Answer #1

we need to maximize the function , f=80x+60y

subject to , 3x+4y \leq 28

x+2y \leq 13

2x+y \leq 17

by adding slack variables to inequality we get the initial system as

3x+4y+s_1=28

x+2y+s_2=13

2x+y+s_3=17

f-80x-60y=0

we put this in a table to obtain the initial simplex tableau ,

\boldsymbol{x} \boldsymbol{y} \boldsymbol{s_1} \boldsymbol{s_2} \boldsymbol{s_3} \boldsymbol{f} \boldsymbol{RHS}
3 4 1 0 0 0 28
1 2 0 1 0 0 13
2 1 0 0 1 0 17
-80 -160 0 0 0 1 0

Selecting a pivot column which will be the column containing the largest negative coefficient in objective function [last row ] it is -160 which is column y .

Now we need to select pivot row by selecting the row with smallest test ratio . [=RHS / coeff. of y]

for row 1 we get , test ratio = 28/4 = 7

for row 2 we get test ratio = 13/2 = 6.5

for row 3 we get test ratio = 17/1 = 17

so we get row 2 as pivot row ,

consider our matrix form as ,

\begin{bmatrix} 3 & 4 & 1 & 0 & 0 & 0 &|&28 \\ 1 &2 &0 &1 & 0 & 0 & |&13\\ 2& 1 &0 &0 &1 &0 &|&17 \\ -80 &-160 & 0 &0 &0 &1&| &0 \end{bmatrix}

to eliminate row 1 , 3 , 4 we do row transformation as

R_2 \to R_2/2

\begin{bmatrix} 3 & 4 & 1 & 0 & 0 & 0 &|&28 \\ 1/2 &1 &0 &1/2 & 0 & 0 & |&13/2\\ 2& 1 &0 &0 &1 &0 &|&17 \\ -80 &-160 & 0 &0 &0 &1&| &0 \end{bmatrix}

R_1 \to R_1-4R_2

R_3 \to R_3-R_2

R_4 \to R_4+160R_2

\begin{bmatrix} 1 & 0 & 1 & -2 & 0 & 0 &|&2 \\ 1/2 &1 &0 &1/2 & 0 & 0 & |&13/2\\ 3/2&0 &0 &-1/2 &1 &0 &|&21/2 \\ 0 &0 & 0 &80 &0 &1&| &1040 \end{bmatrix}

so we get optimal solution at x = 0 , y = 13/2 [second row ]

and maximum value is 1040

the maximum value of f is 1040 at the point (0,6.5)

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