Q.Solve the following system of homogeneous equations.
Concept understanding — Homogeneous Systems
A system AX=B is homogeneous when every constant bi=0, i.e. AX=O. Since x1=x2=⋯=xn=0 (the trivial solution) always satisfies it, ρ(A)=ρ([A∣O]) automatically -- a homogeneous system is always consistent; the only real question is whether it has a non-trivial (non-zero) solution too.
Let A be the n×n coefficient matrix of a homogeneous system in n unknowns.
- If ρ(A)=n (equivalently ∣A∣=0, A non-singular), the system has only the trivial solution.
- If ρ(A)<n (equivalently ∣A∣=0, A singular), the system has infinitely many non-trivial solutions, forming an (n−ρ(A))-parameter family.
So for a square coefficient matrix, the entire question collapses to one determinant check: a non-trivial solution exists exactly when ∣A∣=0. (If there are more unknowns than equations, ρ(A)<n automatically, so a non-trivial solution is guaranteed without even computing a determinant.)
Worked illustration. For x+y+z=0, 2x−y+z=0, x−2y=0: ∣A∣=1211−1−2110=1(0+2)−1(0−1)+1(−4+1)=2+1−3=0, so a non-trivial solution exists; row-reducing [A∣O] recovers it as a one-parameter family.
A problem with an unknown parameter λ in the coefficients ("find λ so the system has a non-trivial solution") reduces to solving ∣A(λ)∣=0 for λ -- an ordinary polynomial equation in λ, often factored using the row/column operations that create zeros before expanding.
Application -- balancing a chemical equation. Demanding the same count of each atom on both sides of a reaction, with the stoichiometric coefficients as unknowns, is itself a homogeneous linear system: it is automatically consistent (there's always the physically useless all-zero "solution"), and Gaussian elimination on it typically leaves one coefficient free -- fixed at the smallest value that makes every coefficient a positive integer, giving the balanced equation.
The trivial solution is never itself "the answer" to a homogeneous word problem (e.g. a balanced chemical equation with every coefficient 0 is meaningless) -- the entire point of testing ∣A∣=0 is to locate the non-trivial solutions that actually matter.
For a homogeneous system, x=y=z=0 (the trivial solution) always exists; a non-trivial solution exists only when detA=0. Check detA in each part.
-
(i) detA=0⇒ non-trivial solutions exist.
-
(ii) detA=−33=0⇒ only the trivial solution.
- x=k, y=2k, z=−k, k∈R (infinitely many non-trivial solutions).
- x=y=z=0 only.
Step 1. Part (i): compute detA.
detA=3452−397−223=3[(−3)(23)−(−2)(9)]−2[4(23)−(−2)(5)]+7[4(9)−(−3)(5)]
=3(−69+18)−2(92+10)+7(36+15)=3(−51)−2(102)+7(51)=−153−204+357=0.
Since detA=0, the system has infinitely many non-trivial solutions besides x=y=z=0.
Step 2. Part (i): find the rank and the free variable. The 2×2 minor from rows 1–2, columns x,y is 342−3=−9−8=−17=0, so ρ(A)=2 (row 3 is a combination of rows 1–2, so it drops out). Use the two independent equations
3x+2y=−7z,4x−3y=2z.
Step 3. Part (i): solve for x,y in terms of z. Multiply the first by 3 and the second by 2, then add: 9x+6y=−21z and 8x−6y=4z give 17x=−17z⇒x=−z. Back-substitute: 3(−z)+2y=−7z⇒2y=−4z⇒y=−2z.
Step 4. Part (i): write the general solution. So x=−z, y=−2z for any z. Setting the free parameter as z=−k (i.e. k=−z) turns this into the tidy form x=k, y=2k, z=−k, k∈R — infinitely many non-trivial solutions along this one direction, with the trivial solution recovered at k=0.
Step 5. Part (ii): compute detA.
detA=2133−11−1−23=2[(−1)(3)−(−2)(1)]−3[(1)(3)−(−2)(3)]+(−1)[(1)(1)−(−1)(3)]
=2(−3+2)−3(3+6)−1(1+3)=2(−1)−3(9)−1(4)=−2−27−4=−33.
Step 6. Part (ii): conclude. Since detA=−33=0, ρ(A)=3=n, so the only solution is the trivial solution x=y=z=0.
- x=k, y=2k, z=−k, k∈R (infinitely many non-trivial solutions).
- x=y=z=0 only.
Homogeneous system — detA=0⇒ non-trivial solutions via rank-deficient row reduction; detA=0⇒ trivial only
- Saying a homogeneous system 'has no solution' when detA=0 — it always has the trivial solution x=y=z=0, and that IS the (unique) solution.
- Leaving the answer as x=−z, y=−2z without checking it matches a rescaled parametrisation like x=k, y=2k, z=−k.
- Using all three equations to solve for x,y,z when detA=0 — only ρ(A) of them are independent, and the extra equation is redundant, not a fresh constraint.
- CBSE 2019Set ANNUAL1 markMCQQ.In the homogeneous system ρ(A) is less than the number of unknowns, then the system has :(a) only non-trivial solutions(b) no solution(c) only trivial solution(d) trivial solution and infinitely many non-trivial solutions
›Reveal solutionSolution
When ρ(A) is less than the number of unknowns in a homogeneous system, it has the trivial solution plus infinitely many non-trivial solutions.
- A homogeneous linear system AX=0 in n unknowns always has at least the trivial solution X=0, since substituting X=0 satisfies every equation.
- The system has non-trivial (non-zero) solutions if and only if ρ(A)<n (rank less than the number of unknowns).
- When ρ(A)<n, the solution set forms a vector subspace of dimension n−ρ(A)≥1.
- A subspace of dimension ≥1 contains infinitely many vectors (since it is closed under scalar multiplication over the reals), so there are infinitely many non-trivial solutions.
- The trivial solution X=0 is always included as well, since it is a member of that subspace.
- Hence the system has both the trivial solution and infinitely many non-trivial solutions.
✓Final answerThe system has the trivial solution and infinitely many non-trivial solutions — option (d).
- CBSE 2018Set ANNUAL1 markMCQQ.Which of the following statement is correct regarding homogeneous system ?(a) has only non-trivial solutions(b) always inconsistent(c) has only trivial solution only if rank of the coefficient matrix is equal to the number of unknowns(d) has only trivial solution
›Reveal solutionSolution
For a homogeneous linear system, the trivial solution always exists, and it is the ONLY solution exactly when rank(coefficient matrix) equals the number of unknowns.
- A homogeneous system AX=0 always has X=0 (the trivial solution), so options claiming it is 'always inconsistent' or has 'only non-trivial solutions' are false — the trivial solution always exists.
- By the rank criterion, if rank(A)=n (the number of unknowns), the null space of A is {0}, so X=0 is the unique solution.
- If rank(A)<n, the system has (n−rank(A)) independent free variables, giving infinitely many non-trivial solutions in addition to X=0.
- So the statement 'has only trivial solution' is not unconditionally true (option (d) is incomplete/false) — it depends on the rank condition, which option (c) states correctly.
✓Final answerA homogeneous system has only the trivial solution precisely when rank of the coefficient matrix equals the number of unknowns — option (c).
- CBSE 2016Set ANNUAL1 markMCQQ.The system of equations ax+y+z=0; x+by+z=0; x+y+cz=0 has a non-trivial solution then 1−a1+1−b1+1−c1=(a) 1(b) 2(c) −1(d) 0
›Reveal solutionSolution
The determinant condition abc−a−b−c+2=0 makes the numerator and denominator of the required sum identical, forcing the value 1.
- A homogeneous 3×3 linear system has a non-trivial solution iff its coefficient determinant is zero: a111b111c=0
- Expand along the first row: a(bc−1)−1(c−1)+1(1−b)=abc−a−c+1+1−b=abc−a−b−c+2.
- So the condition is abc−a−b−c+2=0, i.e. abc=(a+b+c)−2. Let s1=a+b+c,s2=ab+bc+ca,s3=abc=s1−2.
- Now evaluate S=1−a1+1−b1+1−c1 over the common denominator (1−a)(1−b)(1−c).
- Numerator =(1−b)(1−c)+(1−a)(1−c)+(1−a)(1−b)=3−2s1+s2 (expand and collect: each product contributes 1 to the constant, −2 total in each of a,b,c, and each pairwise product once).
- Denominator =(1−a)(1−b)(1−c)=1−s1+s2−s3. Substitute s3=s1−2: Denominator =1−s1+s2−(s1−2)=3−2s1+s2.
- Numerator and denominator are identical (3−2s1+s2), so S=1.
- This confirms option (a); the other options (2, −1, 0) do not follow from the determinant condition.
✓Final answer1−a1+1−b1+1−c1=1 (option a).
- CBSE 2016Set ANNUAL1 markMCQQ.In the homogeneous system ρ(A)< the number of unknowns then the system has :(a) only trivial solution(b) trivial solution and infinitely many non-trivial solutions(c) only non-trivial solutions(d) no solution
›Reveal solutionSolution
Rank less than the number of unknowns means the system is under-determined, so besides the trivial solution there are infinitely many non-trivial ones.
- For any homogeneous system AX=O, X=O (the trivial solution) is always a solution, since A⋅O=O.
- The question is whether non-trivial (X=O) solutions also exist, and this is governed by comparing ρ(A) (the rank of the coefficient matrix) to n, the number of unknowns.
- If ρ(A)=n, the only solution is trivial (the columns are linearly independent).
- If ρ(A)<n, the system has (n−ρ(A)) free parameters, so it possesses infinitely many solutions — and since these parameters can take any non-zero value, infinitely many of these solutions are non-trivial, on top of the trivial solution that is always present.
- This rules out (a) (that would be the ρ(A)=n case), (c) (the trivial solution is never absent for a homogeneous system), and (d) (a homogeneous system is always consistent, since X=O always works).
✓Final answerWhen ρ(A)< number of unknowns, the system has the trivial solution and infinitely many non-trivial solutions (option b).
🎓Unlock everything free for 14 days
- ✓Full step-by-step solutions
- ✓Concept-first explanations
- ✓Methods, shortcuts & mistakes
- ✓PYQ mapping + timed mock tests
Full access for 14 days. No credit card required.