Math 2.0

Linear and multilinear algebra; matrix theory Definition

Hadamard product

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Definition

Let RR be a commutative ring and let m,n≥1m, n \ge 1. Let A=(aij)A = (a_{ij}) and B=(bij)B = (b_{ij}) be m×nm \times n matrices over RR. The Hadamard product of AA and BB is the m×nm \times n matrix A∘BA \circ B with entries (A∘B)ij=aijbij(A \circ B)_{ij} = a_{ij} b_{ij} for 1≤i≤m1 \le i \le m and 1≤j≤n1 \le j \le n.

Remarks

Example: for A=(102)A = \begin{pmatrix} 1 & 0 & 2 \end{pmatrix} and B=(35−1)B = \begin{pmatrix} 3 & 5 & -1 \end{pmatrix}, the entries of A∘BA \circ B are 1⋅31 \cdot 3, 0⋅50 \cdot 5 and 2⋅(−1)2 \cdot (-1), so A∘B=(30−2)A \circ B = \begin{pmatrix} 3 & 0 & -2 \end{pmatrix}. Non-example: a 2×22 \times 2 matrix and a 2×32 \times 3 matrix have no Hadamard product, because the two matrices must have the same size. The Hadamard product is commutative, associative and distributive over addition. Its identity element is the m×nm \times n matrix JJ with all entries 11, not the identity matrix. Other notations are A⊙BA \odot B and A∗BA * B.

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  1. Group concept
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Further reading

  1. Web https://en.wikipedia.org/wiki/Hadamard_product_(matrices)
About this page
TagZ2XXJ5Z4NF
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Kinddefinition
WritingW0 stub
MSC15A99, 15B48
DefinesHadamard product
UsesMatrix, Commutative ring
Changed2 November 2026

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