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Year 12 · Linear models and optimisation · 18 min

Feasible regions

Build the overlap of all constraints and find its vertices before optimising.

01 / LEARN

The idea, step by step

Feasible means every restriction holds

The feasible region is the common overlap of all allowed half-planes, not the union of separate shaded areas. Include non-negativity and any minimum quantities. Some systems are inconsistent; others extend indefinitely. A plausible-looking polygon is not enough without checking the inequalities.

Find the corners from active boundaries

At a vertex, boundary lines meet. Solve pairs of boundary equations, then test the candidates in every constraint. Axis intercepts are only candidates: another resource bound may exclude them. Keep a labelled sketch and an exact coordinate table so a later objective comparison can be checked.

A common trap

Every boundary intersection is a feasible vertex.

Instead: Test each intersection against every restriction, including non-negativity.

02 / WORKED EXAMPLES

See the thinking

Example 1

Find the corners

Find the vertices for x,y≥0, x+y≤10 and 2⁢x+y≤14.

  1. The tight x-axis bound is 7 and the tight y-axis bound is 10.
  2. Subtract the two sloping boundary equations to obtain x=4 and then y=6.
  3. Include the origin and verify each candidate in all constraints.
(0,0),(7,0),(4,6),(0,10).
Example 2

An empty intersection

Can a point satisfy x+y≤4 and x+y≥7 together?

  1. The same sum would have to be at most 4 and at least 7.
  2. These conditions contradict each other.
  3. Changing the objective cannot create a feasible point.
No feasible points.

Check your understanding

Find vertices for x,y≥0, x≤5, y≤3.

Show answer

(0,0),(5,0),(5,3),(0,3).

These constraints describe a rectangle.

03 / WORKSHEET

Your turn

6 questions · 12 marks · Work at your own pace.

Read the questions online
  1. Find vertices for x,y≥0 and x+y≤6.
    2 marks
  2. Find vertices for x,y≥0, x≤4, x+y≤7.
    2 marks
  3. Find where 3⁢x+y=15 meets x+y=9.
    2 marks
  4. Is (6,2) feasible for x+y≤9 and 2⁢x+y≤12?
    2 marks
  5. Is the region x,y≥0, x+y≥5 bounded?
    2 marks
  6. Why do x≥4 and x≤2 produce no feasible region?
    2 marks
Read the worked solutions

Equivalent correct methods earn the corresponding marks. Include units where asked.

  1. Find vertices for x,y≥0 and x+y≤6.
    2 marks

    The boundary meets both axes at 6.

    (0,0),(6,0),(0,6).
  2. Find vertices for x,y≥0, x≤4, x+y≤7.
    2 marks

    At x=4 the sloping boundary gives y=3; check each corner.

    (0,0),(4,0),(4,3),(0,7).
  3. Find where 3⁢x+y=15 meets x+y=9.
    2 marks

    Subtract to obtain 2⁢x=6, then substitute.

    (3,6).
  4. Is (6,2) feasible for x+y≤9 and 2⁢x+y≤12?
    2 marks

    The first sum is 8, but the second is 14.

    No.
  5. Is the region x,y≥0, x+y≥5 bounded?
    2 marks

    The feasible points (t,0) exist for arbitrarily large t.

    No.
  6. Why do x≥4 and x≤2 produce no feasible region?
    2 marks

    A value cannot be at least 4 and at most 2.

    No real x meets both bounds.
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Curriculum reference & lesson scope

SACE Board of South Australia

Stage 2 General Mathematics: Modelling with Linear Relationships, a compulsory school-assessed topic. The external examination scope differs from the full course.

Official curriculum source ↗
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