- Asked 10/34
- 2068 Baishakh · 5 marks
Rank of a matrix by reduction [1,2,1,2;1,3,2,2;…]
Short answer
Elementary row and column operations reduce the matrix to normal form [I3 0; 0 0], so rank = 3.
Find the rank of the following matrix by reducing it to normal form: [1 2 1 2; 1 3 2 2; 2 4 3 4; 3 7 4 6].
The rank is the order of the identity block in the normal form [Iᵣ 0; 0 0].
A = [1 2 1 2]
[1 3 2 2]
[2 4 3 4]
[3 7 4 6]
Step 1. R₂ → R₂ − R₁, R₃ → R₃ − 2R₁, R₄ → R₄ − 3R₁:
[1 2 1 2]
[0 1 1 0]
[0 0 1 0]
[0 1 1 0]
Step 2. R₄ → R₄ − R₂:
[1 2 1 2]
[0 1 1 0]
[0 0 1 0]
[0 0 0 0]
Step 3 (column operations). C₂ → C₂ − 2C₁, C₃ → C₃ − C₁, C₄ → C₄ − 2C₁ clear the first row:
[1 0 0 0]
[0 1 1 0]
[0 0 1 0]
[0 0 0 0]
Then C₃ → C₃ − C₂ clears the second row, and the entries of R₃ are already isolated:
[1 0 0 0]
[0 1 0 0] = [I₃ 0]
[0 0 1 0] [0 0]
[0 0 0 0]
The normal form contains I₃.
Answer: rank(A) = 3.
✓ Answer checked by Claude Opus 5.5 (high effort)
Related questions
- Rank of a matrix by reduction [3,1,4;0,5,8;…] · Mathematics III, chapter 1 · asked 10×
- Rank of a matrix by reduction [1,−1,2,−3;4,1,0,2;…] · Mathematics III, chapter 1 · asked 10×
- Rank of a matrix by reduction [1,3,−2,1;1,1,1,1;…] · Mathematics III, chapter 1 · asked 14×
- Rank of a matrix by reduction [1,0,−5,6;3,−2,1,2;…] · Mathematics III, chapter 1 · asked 14×
- Rank of a matrix by reduction [3,1,4;0,5,8;…] · Mathematics III, chapter 1 · asked 14×
- Rank of a matrix by reduction [2,−2,0,6;4,2,0,2;…] · Mathematics III, chapter 1 · asked 11×
- Rank of a matrix by reduction [6,1,3,8;4,2,6,−1;…] · Mathematics III, chapter 1 · asked 11×
- Rank of a matrix by reduction [1,0,−5,6;3,−2,1,2;…] · Mathematics III, chapter 1 · asked 2×
- Rank of a matrix by reduction [2,−2,0,6;4,2,0,2;…] · Mathematics III, chapter 1 · asked 2×
- Rank of a matrix by reduction [1,−1,−2,−4;2,3,−1,−1;…] · Mathematics III, chapter 1
- Conversion to conjunctive normal form · Artificial Intelligence, chapter 4 · asked 3×
- Pulse transfer function matrix of a general companion form · Digital Control System, chapter 5 · asked 7×