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Why must row operations on a matrix be written as left multiplication rather than right multiplication?

Row operations modify the rows of a matrix, which corresponds to forming linear combinations of those rows. In matrix multiplication, the rows of the left matrix dictate how the rows of the right matrix are combined. Therefore, to apply row operations to a data matrix, the operation matrix must be placed on the left, and the data matrix on the right.

Conditions

  • The operation targets the rows of the matrix.
  • The new matrix is obtained from the original matrix via row operations.

Reasoning, step by step

  1. Recall that matrix multiplication computes each row of the product as a linear combination of the rows of the right matrix.
  2. Identify that row operations (like adding a multiple of one row to another) are exactly such linear combinations.
  3. Conclude that the operation matrix must act on the left to control the row combinations of the data matrix on the right.

Example

The video explicitly states: 'A row-operation matrix multiplies on the left, with the original matrix on the right.' It writes the first step as X1A=BX_1A=B, not AX1=BAX_1=B.

Common misconceptions

  • Believing that operating on rows requires right-multiplying by a matrix.
  • Confusing the side of multiplication for row operations versus column operations.

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Answers are generated from source material and independently checked. Consult the original video or creator if something is unclear.