Linear Programming
How to solve the linear programming problem: 1 example and its solution.
ExampleMaximum Value of x + y
To graph the linear inequalities,
change the linear inequalities to slope-intercept form.
Change 3x + y ≤ 9 to slope-intercept form.
Then y ≤ -3x + 9.
Change x + 2y ≤ 8 to slope-intercept form.
Then y ≤ (-1/2)x + 4.
Set x + y = k.
To graph this linear equation,
change this to slope-intercept form.
Then y = -x + k.
The goal is to find the maximum value of the y-intercept k.
So the given linear inequalities are below.
x ≥ 0
y ≥ 0
y ≤ -3x + 9
y ≤ (-1/2)x + 4
Graph the system of linear inequalities.
x ≥ 0, y ≥ 0 means
the first quadrant.
So graph y ≤ -3x + 9
on the first quadrant.
Graph y ≤ (-1/2)x + 4
on the first quadrant.
Color the intersecting region.
This colored region
is the solution of the system.
See y = -x + k.
The y-intercept is +k.
The slope is -1.
The slope is easier than the slope of y = -3x + 9, 3.
The slope is steeper than the slope of y = (-1/2)x + 4, (-1/2).
So, to make the y-intercept, k, maximum,
y = -x + k should pass through
the intersecting point of
y = -3x + 9 and y = (-1/2)x + 4.
So find the intersecting point
of y = -3x + 9 and y = (-1/2)x + 4.
Set -3x + 9 = (-1/2)x + 4.
Solve -3x + 9 = (-1/2)x + 4.
Then x = 2.
Put x = 2
into y = -3x + 9.
Then y = -3⋅2 + 9.
-3⋅2 + 9
= -6 + 9
= 3
x = 2
y = 3
So the intersecting point is (2, 3).
x + y = k passes through (2, 3).
So put (2, 3)
into x + y = k.
Then k = 2 + 3.
2 + 3 = 5
So k = 5 is the maximum value of x + y.