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In matrix composition, why does A∘B mean apply B first and then A?

In this context, A∘BA \circ B denotes the transformation obtained by applying B first and then applying A to the result. The notation follows the convention where the rightmost transformation acts first on the input vector. Mathematically, (A∘B)(v)=A(B(v))(A \circ B)(v) = A(B(v)).

Conditions

  • A and B are treated as transformations on the same space, here three-dimensional space.
  • The output of B must be an input acceptable to A.

Reasoning, step by step

  1. Identify the notation A∘BA \circ B.
  2. Recall the definition of function composition: (f∘g)(x)=f(g(x))(f \circ g)(x) = f(g(x)).
  3. Apply this to linear transformations: the vector vv is first transformed by BB, producing B(v)B(v).
  4. Then, the result B(v)B(v) is transformed by AA, producing A(B(v))A(B(v)).
  5. Conclude that B acts first, followed by A.

Example

The video explains: 'The notation A∘B is explained as a composition in which B acts first and A acts second. That order matters: the missing entries in the lower matrix are not found by transforming columns of A, but by feeding columns of B into A.'

Common misconceptions

  • Thinking that A∘B means apply A first and then B because A is written first.
  • Confusing composition with matrix multiplication order without considering the functional application direction.

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