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Question 15 Marks
Show that the minimum of Z occurs at more than two points.
Maximize Z = -x + 2y subject to the constraints: $x \geq 3,x + y \geq 5,x + 2y \geq 6,y \geq 0$.
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Question 25 Marks
Show that the minimum of Z occurs at more than two points.
Minimise and Maximise Z = x + 2y subject to $x + 2 y \geq 100,2 x - y \leq 0,2 x + y \leq 200$; $x , \ y \geq 0$.
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Question 35 Marks
Show that the minimum of Z occurs at more than two points.
Minimize and Maximize Z = 5x + 10y subject to $x + 2y \leq 120, \ x + y \geq 60$, $x - 2y \geq 0, \ x, \ y \geq 0$.
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Question 45 Marks
Solve the Linear Programming Problem graphically:
Minimise Z = x + 2y subject to 2x + y $\ge$ 3, x + 2y $\ge$ 6, x, y $\ge$ 0.
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Question 55 Marks
Solve the Linear Programming Problem graphically:
Maximize Z = 3x + 2y subject to $x + 2y \leq 10,3x + y \leq 15,x,y \geq0$
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Question 65 Marks
Solve the Linear Programming Problem graphically:
Minimize Z = 3x + 5y such that $x + 3y \geq 3,x + y \geq 2,x,y \geq 0$.
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Question 75 Marks
Solve the Linear Programming Problem graphically:
Maximize Z = 5x + 3y subject to 3x + 5y $\leq$ 15, 5x + 2y $\leq$ 10, x $\geq$ 0, y $\geq$ 0.
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Question 85 Marks
Minimize Z = 3x + 2y subject to the constraints:
$x + y \geq 8$
$3 x + 5 y \leq 15$
$x \geq 0 , \ y \geq 0$
Answer
Linear constraints
$x + y \geq 8$
$3 x + 5 y \leq 15$
$x \geq 0 , y \geq 0$
Objective function is min$ (Z) = 3x + 2y$
Reducing the all inequations into equations and finding their point of intersections, i.e.,
$x + y = 8$ ... (i)
$3x + 5y = 15$ ... (ii)
$x = 0, y = 0$ ... (iii)

Equations Point of Intersection
(i) and (ii) $x = \frac { 25 } { 2 } \text { and } y = \frac { - 9 } { 2 }$
$\Rightarrow \left( \frac { 25 } { 2 } , \frac { - 9 } { 2 } \right)$
(i) and (iii) when x = 0 $\Rightarrow$ y = 8 $\Rightarrow$ (0, 8)
when y = 0 $\Rightarrow$ x = 8 $\Rightarrow$ (8, 0)
(ii) and (iii) when x = 0 $\Rightarrow$ y = 3 $\Rightarrow$ (0, 3)
when y = 0 $\Rightarrow$ x = 5 $\Rightarrow$ (5, 0)

For feasible region.
For $x + y \geq 8$ let $x = 0, y = 0$
$\Rightarrow 0 \geq 8$ i.e., Not true
$\Rightarrow $ The shaded region will be away from origin
Again, for $3 x + 5 y \leq 15$, let $x = 0, y = 0$
$\Rightarrow 0 \leq 15$ i.e. true
We have, no negative restriction, $x \geq 0, y \geq 0$ indicates that the shaded region will exist in first quadrant only.

The problem will not have any feasible region. Therefore there will be no feasible solution.

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Question 95 Marks
Determine graphically the minimum value of the objective function Z = -50x + 20y subject to the constraints:
2x - y $\geq$ - 5
3x + y $\geq$ 3
2x - 3y $\leq$ 12
x $\geq$ 0, y $\geq$ 0
Answer
2x - y $\geq$ - 5
3x + y $\geq$ 3
2x - 3y $\leq$ 12
x $\geq$ 0, y $\geq$ 0
The feasible region of the system of inequations given in constraints is shown in a figure. We observe that the feasible region is unbounded.

The values of the objective function Z at the comer points are given in the following table:

Corner point (x, y) Value of the objective function Z = -50x + 20y
(0,5) Z = - 50 $\times$ 0 + 20 $\times$ 5 = 100
(0,3) Z = - 50 $\times$ 0 + 20 $\times$ 3 = 60
(1,0) Z = - 50 $\times$ 1 + 20 $\times$ 0 = - 50
(6,0) Z = -50 $\times$ 6 + 20 $\times$ 0 = - 300

Clearly, - 300 is the smallest value of Z at the corner point (6, 0). Since the feasible region is unbounded, therefore, to check whether - 300 is the minimum value of Z, we draw the line - 300 = -50x + 20y and check whether the open half plane -50 x + 20y < -300 has points in common with the feasible region or not. From Fig., we find that the open half plane represented by - 50 x + 20y < - 300 has points in common with the feasible region. Therefore, Z = - 50x + 20y has no minimum value subject to the given constraints.

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Question 105 Marks
Solve the following problem graphically:
Minimise or Maximise Z = 3x + 9y subject to the constraints:
$x + 3 y \leq 60$
$x + y \geq 10$
$x \leq y$
$x \geq 0 , y \geq 0$
Answer
The linear inequations or constraints
$x + 3 y \leq 60$
$x + y \geq 10$
$x \leq y$
$x \geq 0 , y \geq 0$ and objective functions is max or min $(Z) = 3x + 9y$
Reducing the above inequations into equations and finding their point of intersection i.e.,
$x + 3y = 60$ ... (i)
$x + y = 10$ ... (ii)
$x = y$ ... (iii)
$x = 0, y = 0 $... (iv)

Equations Point of Intersection
(i) and (ii) $x = -15, y = 25$
Point is $\Rightarrow$ $(-15, 25)$
(i) and (iii) x = 15 $\Rightarrow$ y = 15
Point is $\Rightarrow$ $(15, 15)$
(ii) and (iii) $x = 5, y = 5$
Point is $(5, 5)$
(i) and (iv) when x = 0 $\Rightarrow$ y = 20,
Point is$ (0, 20)$
when y = 0 $\Rightarrow$ x = 60,
Point is $(60, 0)$
(ii) and (iv) when x = 0 $\Rightarrow$ y = 10,
Point is $(0, 10)$
when y = 0 $\Rightarrow$ x = 10,
Point is $(10, 0)$

Now for feasible region,
For $x + 3 y \leq 60$, putting x = 0 and y = 0, we have
$0 + 0 \geq 10$ i.e., Not true
$\Rightarrow$ The shaded region will be away from origin.
Also, we have $x \geq 0$, and $y \geq 0$ indicates that the shaded part will exist in first quadrant only. Here feasible region will be ABCDA, having corner points as $A(0, 20), B(15, 15), C(5, 5)\ and\ D(0, 10)$.
For optimal point substituting the value of all corner points in objective function $Z = 3x + 9y$

Corner points Z
$A (0, 20)$ $180$ Maximum
$B (15, 15)$ $180$
$C (5, 5)$ $60$ Minimum
$D (0, 10)$ $90$

So that the minimum value of Z is 60 at C (5, 5) of the feasible region and the maximum value at A (0, 20) and B(15, 15) is Z = 180.

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