TOPICS
Search

Totally Nonnegative Matrix


A totally nonnegative matrix is a real matrix every minor of which is nonnegative. Thus every square submatrix has nonnegative determinant, including the 1×1 submatrices consisting of individual entries (Fallat and Johnson 2011). This is stronger than requiring only nonnegative entries.

For a 2×2 matrix, total nonnegativity is equivalent to nonnegative entries and nonnegative determinant. For example, the 2×2 identity matrix is totally nonnegative but is not a totally positive matrix, whose minors must all be strictly positive. In contrast, the matrix with rows (1,2) and (2,1) has positive entries but determinant -3, so it is not totally nonnegative.

For a square totally nonnegative matrix, the normalized immanants associated with the partitions (k,1^(n-k)) decrease from the permanent to the determinant as k decreases from n to 1 (Skandera 2026, p. 16).


See also

Determinant, Immanant, Minor, Totally Positive Matrix

Explore with Wolfram|Alpha

References

Fallat, S. M. and Johnson, C. R. Totally Nonnegative Matrices. Princeton, NJ: Princeton University Press, 2011. https://doi.org/10.23943/princeton/9780691121574.001.0001.Skandera, M. "Hook Immanantal Inequalities for Totally Nonnegative Matrices." Elec. J. Combin. 33, P4.23, 2026. https://doi.org/10.37236/14684.

Cite this as:

Weisstein, Eric W. "Totally Nonnegative Matrix." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/TotallyNonnegativeMatrix.html

Subject classifications