Matrix of ones
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In mathematics, a matrix of ones or all-ones matrix is a matrix where every element is equal to one.[1] Examples of standard notation are given below:
Some sources call the all-ones matrix the unit matrix,[2] but that term may also refer to the identity matrix, a different matrix.
Properties
For an n×n matrix of ones J, the following properties hold:
- The trace of J is n,[3] and the determinant is 1 if n is 1, or 0 otherwise.
- The rank of J is 1 and the eigenvalues are n (once) and 0 (n-1 times).[4]
- [5]
- The matrix is idempotent. This is a simple corollary of the above.[5]
- where exp(J) is the matrix exponential.
- J is the neutral element of the Hadamard product.[6]
- If A is the adjacency matrix of a n-vertex undirected graph G, and J is the all-ones matrix of the same dimension, then G is a regular graph if and only if AJ = JA.[7]
References
- ↑ Horn, Roger A.; Johnson, Charles R. (2012), "0.2.8 The all-ones matrix and vector", Matrix Analysis, Cambridge University Press, p. 8, ISBN 9780521839402.
- ↑ Weisstein, Eric W., "Unit Matrix", MathWorld.
- ↑ Stanley, Richard P. (2013), Algebraic Combinatorics: Walks, Trees, Tableaux, and More, Springer, Lemma 1.4, p. 4, ISBN 9781461469988.
- ↑ Stanley (2013); Horn & Johnson (2012), p. 65.
- ↑ 5.0 5.1 Timm, Neil H. (2002), Applied Multivariate Analysis, Springer texts in statistics, Springer, p. 30, ISBN 9780387227719.
- ↑ Smith, Jonathan D. H. (2011), Introduction to Abstract Algebra, CRC Press, p. 77, ISBN 9781420063721.
- ↑ Godsil, Chris (1993), Algebraic Combinatorics, CRC Press, Lemma 4.1, p. 25, ISBN 9780412041310.
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