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Applied Mathematics · Ch 2 — Algebra

Multiplication of a Matrix by a Scalar Value

2.4.1

Multiplication of a Matrix by a Scalar Value

Multiplying a matrix by a scalar (an ordinary number) is the simplest matrix operation: every single element of the matrix gets multiplied by that number. If kk is a scalar and A=[aij]A = [a_{ij}] is a matrix of order m×nm \times n, then kAkA is another matrix of the same order m×nm \times n, obtained by scaling every entry:

kA=k[aij]=[k aij]kA = k[a_{ij}] = [k\,a_{ij}]

Imagine a baker's ingredient list written as a matrix, with one row per bread type and one column per ingredient. If the baker decides to triple every recipe for a busy Sunday, the new ingredient matrix is simply 3A3A — every quantity scaled by 33, with the shape of the matrix completely unchanged. Scalar multiplication has some natural properties: for matrices A,BA, B of the same order and scalars k,pk, p,

k(A+B)=kA+kB,(k+p)A=kA+pA,k(A−B)=kA−kBk(A + B) = kA + kB, \qquad (k+p)A = kA + pA, \qquad k(A - B) = kA - kB …