Explicit Formulas for the Anti-Trace of 3-by-3 Matrix Powers via Generating Functions

Jeriko Gormantara (1) , Devi Fitri Ferdania (2) , Fajar Yuliawan (3) , Hanni Garminia (4)
(1) Department of Mathematics, Universitas Hasanuddin, Indonesia,
(2) School of Mathematics, University of Birmingham, United Kingdom,
(3) Department of Mathematics, Institut Teknologi Bandung, Indonesia,
(4) Department of Mathematics, Institut Teknologi Bandung, Indonesia

Abstract

We study the anti-trace—the sum of anti-diagonal entries—of powers of 3-by-3 matrices. Unlike the ordinary trace, the anti-trace has no spectral characterization, so closed forms for the anti-trace of matrix powers are valuable. Starting from the Cayley--Hamilton recurrence for matrix powers and solving a trivariate generating function, we derive explicit closed-form expressions whose coefficients are signed multinomial combinations of the sums of principal minors and their anti-principal counterparts. The formulas are purely algebraic and remain valid over any commutative ring. As a structural application, we analyze block anti-diagonal matrices of size 3m-by-3m.

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References

C. Brezinski, P. Fika, and M. Mitrouli, “Estimations of the trace of powers of positive self-adjoint operators by extrapolation of the moments,” Electronic Transactions on Numerical Analysis, vol. 39, pp. 144–155, 2012. https://etna.ricam.oeaw.ac.at/vol.39.2012/pp144-155.dir/pp144-155.pdf.

H. Avron, “Counting triangles in large graphs using randomized matrix trace estimation,” in Workshop on Large-Scale Data Mining: Theory and Applications (LDMTA), pp. 1–8, 2010. https://www.semanticscholar.org/paper/Counting-Triangles-in-Large-Graphs-using-Randomized-Avron/24716ee2bf34934e8eb70a7aca4ffa38b544ca81.

A. V. Zarelua, “On congruences for the traces of powers of some matrices,” Proceedings of the Steklov Institute of Mathematics, vol. 263, no. 1, pp. 78–98, 2008. https://doi.org/10.1134/S008154380804007X.

B. N. Datta and K. Datta, “An algorithm for computing powers of a Hessenberg matrix and its applications,” Linear Algebra and its Applications, vol. 14, no. 3, pp. 273–284, 1976. https://doi.org/10.1016/0024-3795(76)90072-0.

M. T. Chu, “Symbolic calculation of the trace of the power of a tridiagonal matrix,” Computing, vol. 35, no. 3, pp. 257–268, 1985. https://doi.org/10.1007/BF02240193.

J. Guti´errez-Guti´errez, “Positive integer powers of certain tridiagonal matrices,” Applied Mathematics and Computation, vol. 202, no. 1, pp. 133–140, 2008. https://doi.org/10.1016/j.amc.2008.01.022.

J. Guti´errez-Guti´errez, “Powers of real persymmetric anti-tridiagonal matrices with constant anti-diagonals,” Applied Mathematics and Computation, vol. 206, no. 2, pp. 919–924, 2008. https://doi.org/10.1016/j.amc.2008.10.003.

J. Pahade and M. Jha, “Trace of positive integer power of real 2 × 2 matrices,” Advances in Linear Algebra & Matrix Theory, vol. 5, no. 4, pp. 150–156, 2015. http://dx.doi.org/10.4236/alamt.2015.54015.

K. Patil, “On the trace of powers of square matrices,” Hacettepe Journal of Mathematics and Statistics, vol. 50, no. 1, pp. 14–23, 2021. https://doi.org/10.15672/hujms.558995.

A. K. Amir, J. Gormantara, and M. Jusmawati, “A method for calculating the sum of diagonal and anti diagonal of power matrices without explicitly calculating its matrices,” Journal of Physics: Conference Series, vol. 1277, no. 1, p. 012038, 2019. https://doi.org/10.1088/1742-6596/1277/1/012038.

R. A. Horn and C. R. Johnson, Matrix Analysis. Cambridge: Cambridge University Press, 2 ed., 2012. https://doi.org/10.1017/CBO9781139020411.

Authors

Jeriko Gormantara
jerikogormantara@unhas.ac.id (Primary Contact)
Devi Fitri Ferdania
Fajar Yuliawan
Hanni Garminia
Gormantara, J., Ferdania, D. F., Yuliawan, F., & Garminia, H. (2026). Explicit Formulas for the Anti-Trace of 3-by-3 Matrix Powers via Generating Functions. Journal of the Indonesian Mathematical Society, 32(3), 2260. https://doi.org/10.22342/jims.v32i3.2260

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