- Asked 6/34
- 2083 Baishakh · 5 marks
- 2081 Baishakh · 5 marks
- 2076 Asoj · 5 marks
- 2073 Chaitra · 5 marks
- 2073 Shrawan · 5 marks
Condition for matrix inverse to exist
Short answer
A square matrix A has an inverse iff |A| ≠ 0. Necessity: |A||A⁻¹| = 1 ⇒ |A| ≠ 0. Sufficiency: if |A| ≠ 0, A⁻¹ = adj(A)/|A| exists.
Prove that the necessary and sufficient condition for a square matrix A to possess an inverse is that A is non-singular.
A square matrix A of order n has an inverse if and only if |A| ≠ 0 (A is non-singular). We prove both directions.
Tool used: for any square matrix, A(adj A) = (adj A)A = |A| Iₙ, where adj A is the transpose of the matrix of cofactors.
Necessary condition (inverse exists ⇒ |A| ≠ 0)
Let A⁻¹ exist, so AA⁻¹ = I. Taking determinants and using |AB| = |A||B|:
|A| · |A⁻¹| = |I| = 1
The product of the two numbers is 1, so neither can be zero. Hence |A| ≠ 0.
Sufficient condition (|A| ≠ 0 ⇒ inverse exists)
Let |A| ≠ 0. From A(adj A) = (adj A)A = |A| I, divide by the non-zero scalar |A|:
A · (adj A / |A|) = (adj A / |A|) · A = I
So the matrix B = adj A / |A| satisfies AB = BA = I. By definition B is the inverse of A, so A⁻¹ = adj A / |A| exists.
Uniqueness of the inverse
If B and C are both inverses, B = BI = B(AC) = (BA)C = IC = C.
Thus A has an inverse if and only if A is non-singular. ∎
✓ Answer checked by Claude Opus 5.5 (high effort)
Related questions
- Condition for matrix inverse to exist · Mathematics III, chapter 1 · asked 6×