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The feasible region and its corner points

The feasible region and its corner points

Two constraints in the workshop

The workshop of the last lesson has another limit: the varnish.
A table needs a litre of varnish, and a chair a litre too.
40 litres of varnish reach the workshop each week.
x\displaystyle x is the number of tables a week, and y\displaystyle y the number of chairs.

A production plan must now keep four constraints together:

  • x≥0\displaystyle x\ge0, y≥0\displaystyle y\ge0 – the number of products is not negative;
  • 3x+y≤60\displaystyle 3x+y\le60 – the hours of work;
  • x+y≤40\displaystyle x+y\le40 – the varnish.
The feasible region

On the graph board each constraint shades its half-plane.

x≥0\displaystyle x\ge 0
y≥0\displaystyle y\ge 0
3x+y≤60\displaystyle 3x+y\le 60
x+y≤40\displaystyle x+y\le 40
  • The part shaded in all four colours together – the darkest – is the feasible region: all the plans that keep all the constraints.
  • The feasible region here is a quadrilateral. Every point inside it, or on its sides, is a plan the workshop can carry out.
  • A plan outside it breaks at least one constraint: (5,38)\displaystyle (5,38) keeps the hours constraint (15+38=53\displaystyle {15+38}={53}), but needs 43 litres of varnish.
The corner points

The vertices of the feasible region are called its corner points. On the graph board, the boundary lines: y=60−3x\displaystyle {y}={60-3x} – the hours, and y=40−x\displaystyle {y}={40-x} – the varnish (the dashed one).

y=60−3x\displaystyle y=60-3x
y=40−x\displaystyle y=40-x
O=(0,0)\displaystyle O=(0,0)
A=(0,40)\displaystyle A=(0,40)
B=(10,30)\displaystyle B=(10,30)
C=(20,0)\displaystyle C=(20,0)

Each corner point is where two boundary lines meet:

  • O=(0,0)\displaystyle {O}={(0,0)} – the axes: nothing is made.
  • A=(0,40)\displaystyle {A}={(0,40)} – the varnish line and the y\displaystyle y-axis: chairs only, all the varnish.
  • B=(10,30)\displaystyle {B}={(10,30)} – the hours line and the varnish line: all the hours and all the varnish.
  • C=(20,0)\displaystyle {C}={(20,0)} – the hours line and the x\displaystyle x-axis: tables only, all the hours.

Not every meeting point is a corner: the hours line meets the y\displaystyle y-axis at (0,60)\displaystyle (0,60), but that needs 60 litres of varnish – the point is outside the region.

A corner by a system of equations
Check: 3⋅10+30=60\displaystyle {3\cdot10+30}={60}, and 10+30=40\displaystyle {10+30}={40}.

At the corner B\displaystyle B the two boundary lines meet, so it is the solution of the system of their equations.
The example below subtracts the second equation from the first:

{3x+y=60x+y=40\begin{cases}3x+y=60\\x+y=40\end{cases}
  • The subtraction cancels y\displaystyle y: 2x=20\displaystyle {2x}={20}, so x=10\displaystyle {x}={10}.
  • We substitute in the second equation: 10+y=40\displaystyle {10+y}={40}, so y=30\displaystyle {y}={30}.
  • The corner: (10,30)\displaystyle (10,30) – 10 tables and 30 chairs.
Exercise 1

The bakery of the last lesson bakes cakes and pies.
A cake takes the oven for 2 hours, and a pie for an hour; the oven is free for 24 hours a week.
A cake needs a kilogram of flour, and so does a pie; the bakery has 16 kilograms of flour a week.
x\displaystyle x is the number of cakes a week, and y\displaystyle y the number of pies.

a

Write the oven’s constraint and the flour’s constraint on the graph board.

b

On the graph board, the boundary lines of the two constraints: y=24−2x\displaystyle {y}={24-2x} – the oven, and y=16−x\displaystyle {y}={16-x} – the flour (the dashed one).
Mark the corner points of the feasible region, apart from the origin.

y=24−2x\displaystyle y=24-2x
y=16−x\displaystyle y=16-x

Exercise 2

A small factory sews backpacks and handbags.
A backpack takes 3 hours of sewing, and a handbag 2 hours; there are 120 hours of sewing a week.
Every bag, of either kind, needs a square metre of cloth; there are 50 square metres of cloth a week.
x\displaystyle x is the number of backpacks, and y\displaystyle y the number of handbags.
Solve the system of equations of the two boundary lines: in which plan does the factory use all the sewing hours and all the cloth?

    Exercise 3

    A furniture shop has ordered at least 15 chairs a week from the workshop, so the workshop now has the constraint y≥15\displaystyle y\ge15 too.
    On the graph board, the three boundary lines: y=60−3x\displaystyle {y}={60-3x} – the hours, y=40−x\displaystyle {y}={40-x} – the varnish (the dashed one), and y=15\displaystyle {y}={15} – the order.
    Mark the four corner points of the new feasible region.
    The varnish line and the order line meet at the point (25,15)\displaystyle (25,15). Why is it not a corner point?

    y=60−3x\displaystyle y=60-3x
    y=40−x\displaystyle y=40-x
    y=15\displaystyle y=15