Unique, infinite and no solutions
The three possibilities
- Every system of linear equations has exactly one of three outcomes. There is no fourth case, and "two solutions" is impossible.
| Outcome | Algebraic signature | Geometry of three planes |
|---|---|---|
| Unique solution | elimination produces definite values | meet at a single point |
| Infinitely many | a true statement such as | meet along a line, or coincide as a plane |
| No solution | a false statement such as | have no common point |
- and look almost identical and mean opposite things. A true statement means every point on some line or plane works; a false one means nothing works.
Why two solutions is impossible
- If two different points satisfy every equation, so does every point on the line joining them.
- The reason is linearity: if and both satisfy , then so does any weighted average of them, since the left-hand side distributes across the combination.
- So the solution set can be empty, a point, a line, or a plane — never two isolated points.
Recognising each case
- Unique — every variable ends up with a definite value, and the check in all three equations balances.
- Infinitely many — one equation turns out to be a combination of the others, adding no new information. Look for:
- one equation being the sum or difference of two others
- one equation being a multiple of another
- a row of zeros with a zero constant in the echelon form
- None — two equations demand contradictory things. Look for:
- two equations with proportional coefficients but a non-proportional constant — parallel planes
- a row of zeros with a non-zero constant in the echelon form
Writing the general solution
- "Infinitely many" is not an answer. The answer is the general solution: a description of every point in the solution set.
- The procedure:
- Set the free variable equal to a parameter, usually .
- Express the other two variables in terms of , working up from the reduced system.
- State the parameter's range — usually .
- Check the general solution in all three original equations. Every term must cancel.
- Worked through — from the reduced system and :
- Let
- Then
- And
- General solution: for
- Give a couple of particular solutions too. Substituting and produces two concrete points and demonstrates the family is real.
One parameter or two
- One free variable → a line, described with one parameter.
- Two free variables → a plane, described with two parameters — this happens when two of the three equations are multiples of the third, so only one independent equation remains.
- Count the independent equations. Three unknowns minus the number of independent equations gives the number of parameters.
Describing an inconsistency
- Name the contradiction. "Equations (1) and (3) require to equal both 6 and 10, which is impossible."
- Point to the geometry where you can: two parallel planes, or three planes forming a triangular prism with no common point.
- In a context, say what it means: the requirements as stated cannot all be met, and which two conflict.
Worked ExampleClassifying and solving three systems
Determine the nature of the solutions of each system, and give the solution set in each case.
(a) , , (b) , , (c) , ,
Step 1 — Notice the structure common to all three
In every system the first two equations are the same. Adding them:
Step 2 — System (a): the third equation IS the sum
The third equation is , exactly .
Find the general solution. Let .
From the first equation: From the second:
Eliminate : multiply the first by 2 and subtract from the second… setting it out:
Then:
Check in all three equations:
- (1): ✓
- (2): ✓
- (3): ✓
Every cancels, as a correct general solution requires.
Two particular solutions: gives ; gives . Both satisfy all three equations ✓
Step 3 — System (b): the third equation CONTRADICTS the sum
The third equation is , but says the first two force .
Subtracting:
Naming the inconsistency: the first two equations together require to be 15, while the third requires it to be 20. No triple can satisfy both demands.
Geometrically, the third plane is parallel to the line of intersection of the first two, and offset from it — the three planes form a triangular prism, with each pair meeting in a line but no point lying on all three.
Step 4 — System (c): an independent third equation
The third equation is , which is not a multiple of, or a combination of, the other two — its coefficient pattern cannot be produced from and with a constant coefficient of 1 unless… test it directly.
Any combination giving would need
From the first and third: , so , giving and . But then the second requires , which is false. No combination works, so the third equation is independent.
Solve the system.
:
:
From (4): , so .
From (1): .
Check in all three:
- (1): ✓
- (2): ✓
- (3): ✓
Step 5 — Compare the three
| System | Third equation | Signature | Solutions | Geometry |
|---|---|---|---|---|
| (a) | equals the sum of the first two | infinitely many, one parameter | planes meet in a line | |
| (b) | contradicts the sum | none | triangular prism | |
| (c) | independent | definite values | unique | meet at a point |