Hadamard Product Calculator
Hadamard Product with stated conventions, validation and a worked example.
Formula
- Use the units shown beside each field.
- Results update automatically whenever you change an input.
- Displayed values use up to four decimal places, or scientific notation for very small or large numbers. Calculations use standard floating-point arithmetic; exact integer and fraction tools identify their own precision rules.
- Real matrices only, at most 6 rows and 6 columns; each entry has magnitude at most 10⁹. Numerical rank uses a relative pivot threshold of 10⁻¹² after scaling by the largest entry. Near-singular matrices may be rejected or treated as lower rank. Displayed entries use 12 significant digits. Elementwise multiplication differs from the matrix product.
Example Calculation
- Matrix A: 1, 2; 3, 4
- Matrix B: 5, 6; 7, 8
[[1,2],[3,4]] ∘ [[5,6],[7,8]] = [[5,12],[21,32]].
Method references
Frequently asked questions
How do I use this calculator?
Enter matrix a, matrix b. The result updates automatically. Use Reset to restore the example values.
What method does it use?
(A∘B)ᵢⱼ = AᵢⱼBᵢⱼ. Real matrices only, at most 6 rows and 6 columns; each entry has magnitude at most 10⁹. Numerical rank uses a relative pivot threshold of 10⁻¹² after scaling by the largest entry. Near-singular matrices may be rejected or treated as lower rank. Displayed entries use 12 significant digits. Elementwise multiplication differs from the matrix product.
Why might a rounded result differ?
The calculation keeps full numeric precision internally, then rounds the displayed result. Rounding intermediate steps by hand can produce a slightly different answer.
Are my inputs saved online?
No. This calculator processes your inputs in your browser. A recently used list stores only calculator names on this device, not your entered values.
Check the assumptions and units before using this result. Read about calculation methods.