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Echelon Matrices
• A row of any matrix is
called zero if all its entries
are zero. Now a matrix is
in echelon form if
• (i) All zero rows come
below the non‐zero rows
• (ii) The first nonzero
entry in each nonzero row
is 1 and occurs in a
column to the right of the
leading 1 in the row above
it.
𝐴 =
1 1 0
0 1 1
0 0 1
𝐵 =
1 3 −1
0 1 3
0 0 0
𝐶 =
1 3 0
0 0 1
0 0 0
𝐷 =
1 0 3 4
0 0 1 4
0 0 0 0
are echelon matrices.
Reduced
Echelon
Matrix
1 3 0 0
0 0 1 0
0 0 0 1
1 0 0
0 1 2
and
1 0 0 0
0 1 0 0
0 0 0 0
.
EXAMPLE
Given A =
1 4 −2
2 7 −1
2 9 −7
R2 − 2R1, R3 − 2R1
𝐴 ≈
1 4 −2
0 −1 3
0 1 −3
𝑅3 + 𝑅2
≈
1 4 −2
0 −1 3
0 0 0
−1 𝑅2
≈
1 4 −2
0 1 −3
0 0 0
which is in echelon/reduced echelon form.
EXAMPLE
1 2 1
3 1 2
0 1 2
≈ 𝐼3 ⋅
𝐴 =
1 2 1
3 1 2
0 1 2
𝑅2 + −3 𝑅1
≈
1 2 1
0 −5 −1
0 1 2
R23
≈
1 2 1
0 1 2
0 −5 −1
R1 + −2 𝑅2, 𝑅3 +
5𝑅2 ≈
1 0 −3
0 1 2
0 0 9
1
9
𝑅3
≈
1 0 −3
0 1 2
0 0 1
𝑅1 + 3𝑅3, 𝑅2 +
−2 𝑅3 ≈
1 0 0
0 1 0
0 0 1
= 𝐼3 ⋅
Hence the given matrix has been reduced
to the identity matrix.
THE END

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Echelon Matrix

  • 1.
  • 2. Echelon Matrices • A row of any matrix is called zero if all its entries are zero. Now a matrix is in echelon form if • (i) All zero rows come below the non‐zero rows • (ii) The first nonzero entry in each nonzero row is 1 and occurs in a column to the right of the leading 1 in the row above it. 𝐴 = 1 1 0 0 1 1 0 0 1 𝐵 = 1 3 −1 0 1 3 0 0 0 𝐶 = 1 3 0 0 0 1 0 0 0 𝐷 = 1 0 3 4 0 0 1 4 0 0 0 0 are echelon matrices.
  • 3. Reduced Echelon Matrix 1 3 0 0 0 0 1 0 0 0 0 1 1 0 0 0 1 2 and 1 0 0 0 0 1 0 0 0 0 0 0 .
  • 4. EXAMPLE Given A = 1 4 −2 2 7 −1 2 9 −7 R2 − 2R1, R3 − 2R1 𝐴 ≈ 1 4 −2 0 −1 3 0 1 −3 𝑅3 + 𝑅2 ≈ 1 4 −2 0 −1 3 0 0 0 −1 𝑅2 ≈ 1 4 −2 0 1 −3 0 0 0 which is in echelon/reduced echelon form.
  • 5. EXAMPLE 1 2 1 3 1 2 0 1 2 ≈ 𝐼3 ⋅ 𝐴 = 1 2 1 3 1 2 0 1 2 𝑅2 + −3 𝑅1 ≈ 1 2 1 0 −5 −1 0 1 2 R23 ≈ 1 2 1 0 1 2 0 −5 −1 R1 + −2 𝑅2, 𝑅3 + 5𝑅2 ≈ 1 0 −3 0 1 2 0 0 9 1 9 𝑅3 ≈ 1 0 −3 0 1 2 0 0 1 𝑅1 + 3𝑅3, 𝑅2 + −2 𝑅3 ≈ 1 0 0 0 1 0 0 0 1 = 𝐼3 ⋅ Hence the given matrix has been reduced to the identity matrix.