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Answers for “为什么 A ∘ B 意味着先应用 B 再应用 A?”

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Understand why

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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.

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.

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To compute the matrix for the composition A∘BA \circ B, apply the transformation AA to each column of the matrix BB. The resulting vectors form the columns of the matrix A∘BA \circ B.

Conditions: A and B are both 3x3 matrices.; The operation is performed over the real numbers.; These are real linear maps with compatible input and output spaces, represented using standard column-vector coordinates.

Understand why

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When computing the composition A∘BA \circ B, the matrix B represents the first transformation. Its columns are the images of the standard basis vectors under B.

Conditions: A and B are 3x3 matrices representing linear transformations.; The goal is to find the matrix representation of the composite transformation.