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When combining two row operations, why is it X2X1X_2X_1 and not X1X2X_1X_2?

Because row operations are represented by left multiplication, the order of composition follows the associative property of matrix multiplication. If X1X_1 is applied first to AA to get BB, and then X2X_2 is applied to BB to get CC, the combined operation is X2(X1A)=(X2X1)AX_2(X_1A) = (X_2X_1)A. The operation performed later appears on the left.

Conditions

  • X1X_1 corresponds to the first step.
  • X2X_2 corresponds to the second step.
  • The direction of operation must remain left multiplication.

Reasoning, step by step

  1. Write the first operation as X1A=BX_1A = B.
  2. Write the second operation as X2B=CX_2B = C.
  3. Substitute BB into the second equation: X2(X1A)=CX_2(X_1A) = C.
  4. Apply the associative law of matrix multiplication: (X2X1)A=C(X_2X_1)A = C.
  5. Conclude that the total multiplier XX is X2X1X_2X_1, not X1X2X_1X_2.

Example

The video states: 'Substitute B=X1AB=X_1A to obtain X2(X1A)=CX_2(X_1A)=C. Associativity permits regrouping, not swapping factors: the earlier operation X1X_1 is on the right, and the later operation X2X_2 is on the left.'

Common misconceptions

  • Misconception that composite matrix order can be arbitrarily swapped.
  • Thinking that the operation performed first should be written on the left.

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