Math 2.0

statement proposition

Distributivity of matrix multiplication

Statement

Let RR be a ring. Let AA be an m×nm \times n matrix over RR, and let BB and CC be n×pn \times p matrices over RR. Then A(B+C)=AB+ACA(B + C) = AB + AC. Let DD and EE be m×nm \times n matrices over RR, and let GG be an n×pn \times p matrix over RR. Then (D+E)G=DG+EG(D + E)G = DG + EG.

Remarks

Both identities follow entry by entry from the distributive law in RR. We need both identities, because matrix multiplication is not commutative. Together with associativity, they make the square matrices a ring.

Explanations

L1 human

Multiplication of matrices spreads over addition, as for numbers. For example, A(B+C)A(B + C) is the same as AB+ACAB + AC. We must keep the order: AA stays on the left in both terms.

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  1. Matrix definition
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Sources

  1. Web https://en.wikipedia.org/wiki/Matrix_multiplication, General properties