Systems of Linear Inequalities
[MathDefinition title="System of Linear Inequalities"] A system of linear inequalities consists of two or more linear inequalities in the same variables. The solution is the set of all points that satisfy all inequalities simultaneously. [/MathDefinition]
[MathDefinition title="Feasible Region"] The feasible region is the intersection of the solution regions of all inequalities in the system. It represents all possible solutions that satisfy every inequality. [/MathDefinition]
[MathKeyFormula title="Key Concepts"]
- Each inequality represents a half-plane
- The solution to a system is the intersection of all half-planes
- The feasible region can be:
- Bounded (finite area)
- Unbounded (infinite area)
- Empty (no solution)
- Corner points (vertices) are important for optimization [/MathKeyFormula]
[MathNote title="Solving Strategy"]
- Graph each inequality separately
- Find the intersection of all regions
- Identify the feasible region
- Find corner points if needed
- Check if the region is bounded or unbounded [/MathNote]
[MathExample title="Example 1: Two Inequalities"] Problem: Solve the system: x + y β€ 5, x β y β₯ 1
Solution: Step 1: Graph x + y β€ 5 Boundary: x + y = 5 Intercepts: (5, 0) and (0, 5) Solid line, shade below
Step 2: Graph x β y β₯ 1 Boundary: x β y = 1 Intercepts: (1, 0) and (0, β1) Solid line, shade above (test (0,0): 0 β₯ 1? No, shade opposite side)
Step 3: Find intersection The feasible region is the area that satisfies both inequalities.
Step 4: Find vertices Solving x + y = 5 and x β y = 1: Adding: 2x = 6, x = 3 y = 5 β 3 = 2 Vertex at (3, 2)
The feasible region is bounded by the lines x + y = 5 and x β y = 1. [/MathExample]
[MathExample title="Example 2: Three Inequalities"] Problem: Solve the system: x + y β€ 4, x β₯ 0, y β₯ 0
Solution: Step 1: Graph x + y β€ 4 Boundary: x + y = 4 Intercepts: (4, 0) and (0, 4) Solid line, shade below
Step 2: Graph x β₯ 0 Region to the right of y-axis (including y-axis)
Step 3: Graph y β₯ 0 Region above x-axis (including x-axis)
Step 4: Find intersection The feasible region is a triangle with vertices at:
- (0, 0) - intersection of x = 0 and y = 0
- (4, 0) - intersection of x + y = 4 and y = 0
- (0, 4) - intersection of x + y = 4 and x = 0
The feasible region is a bounded triangular region. [/MathExample]
[MathExample title="Example 3: Unbounded Region"] Problem: Solve the system: x + y β₯ 2, x β₯ 0, y β₯ 0
Solution: Step 1: Graph x + y β₯ 2 Boundary: x + y = 2 Intercepts: (2, 0) and (0, 2) Solid line, shade above
Step 2: Graph x β₯ 0 Region to the right of y-axis
Step 3: Graph y β₯ 0 Region above x-axis
Step 4: Find intersection The feasible region is unbounded, extending to infinity in the first quadrant above the line x + y = 2.
Vertices:
- (2, 0) - intersection of x + y = 2 and y = 0
- (0, 2) - intersection of x + y = 2 and x = 0
The region is unbounded with two vertices. [/MathExample]
[MathExample title="Example 4: No Solution"] Problem: Solve the system: x + y β€ 1, x + y β₯ 3
Solution: Step 1: Graph x + y β€ 1 Boundary: x + y = 1 Intercepts: (1, 0) and (0, 1) Solid line, shade below
Step 2: Graph x + y β₯ 3 Boundary: x + y = 3 Intercepts: (3, 0) and (0, 3) Solid line, shade above
Step 3: Find intersection The line x + y = 1 is below x + y = 3. The region x + y β€ 1 is below the line x + y = 1. The region x + y β₯ 3 is above the line x + y = 3.
These two regions do not overlap.
Therefore, the system has no solution (empty feasible region). [/MathExample]