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Question

How is row and column operations are done

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Solution

Elementary Matrix Operations Elementary Operations

There are three kinds of elementary matrix operations.

  1. Interchange two rows (or columns).
  2. Multiply each element in a row (or column) by a non-zero number.
  3. Multiply a row (or column) by a non-zero number and add the result to another row (or column).

When these operations are performed on rows, they are called elementary row operations; and when they are performed on columns, they are called elementary column operations.

Elementary Operation Notation

In many references, you will encounter a compact notation to describe elementary operations. That notation is shown below.

Operation description Notation
Row operations
1. Interchange rows i and j Ri <--> Rj
2. Multiply row i by s, where s ≠ 0 sRi --> Ri
3. Add s times row i to row j sRi + Rj --> Rj
Column operations
1. Interchange columns iand j Ci <--> Cj
2. Multiply column i by s, where s ≠ 0 sCi --> Ci
3. Add s times column ito column j sCi + Cj --> Cj
Elementary Operators

Each type of elementary operation may be performed by matrix multiplication, using square matrices calledelementary operators.

For example, suppose you want to interchange rows 1 and 2 of Matrix A. To accomplish this, you could premultiply A by E to produce B, as shown below.

R1 <--> R2 =
0 1
1 0
1 3 5
2 4 6
E A
R1 <--> R2 =
0 + 2 0 + 4 0 + 6
0 + 1 0 + 3 0 + 5
R1 <--> R2 =
2 4 6
1 3 5
= B

Here, E is an elementary operator. It operates on A to produce the desired interchanged rows in B. What we would like to know, of course, is how to find E. Read on.


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