An Eaton triple is an algebraic system related to a decomposition statement for vectors of an inner product space VV and to some special inner product inequality connected with this decomposition. The Spectral Decomposition for the space of Hermitian matrices associated with Fan-Theobald's trace inequality is a typical example of such a situation. In this paper, for a given Eaton triple (V,G,D)(V,G,D) and for a function F ⁣:V→RF\colon V \to \mathbb{R}, invariant with respect to the group GG acting on VV, we study the problem of extending convexity of FF from the convex cone D⊂VD \subset V to the space VV. In our approach we reduce the problem from E-system (V,G,D)(V,G,D) to its subsystem (W,H,E)(W,H,E). Thus we obtain some results related to theorems due to J. von Neumann, C. Davis, A. S. Lewis and T.-Y. Tam et al. Analogous problems are discussed for ψ\psi-uniform convex functions and cc-strongly convex functions. Finally, applications are given for matrix spaces endowed with the structure of Eaton triple.

Contact details are reproduced from the original publication and may be historical.

Marek Niezgoda

Dept. of Applied Mathematics and Computer Science, University of Life Sciences, 20-950 Lublin, Poland

marek.niezgoda@up.lublin.pl
  1. R. Bhatia: Matrix Analysis, Springer, New York (1997).https://doi.org/10.1007/978-1-4612-0653-8Google Scholar
  2. C. Davis: All convex invariant functions of hermitian matrices, Arch. Math. 8 (1957) 276–278.https://doi.org/10.1007/BF01898787Google Scholar
  3. M. L. Eaton: On group induced orderings, monotone functions, and convolution theorems, in: Inequalities in Statistics and Probability, Y. L. Tong (ed.), IMS Lectures Notes – Monograph Series 5, IMS, Hayward (1984) 13–25.https://doi.org/10.1214/lnms/1215465625Google Scholar
  4. M. L. Eaton: Group induced orderings with some applications in statistics, CWI Newsletter 16 (1987) 3–31.Google Scholar
  5. M. L. Eaton, M. D. Perlman: Reflection groups, generalized Schur functions, and the geometry of majorization, Ann. Probab. 5 (1977) 829–860.https://doi.org/10.1214/aop/1176995655Google Scholar
  6. K. Fan: On a theorem of Weyl concerning eigenvalues of linear transformations, Proc. Natl. Acad. Sci. USA 35 (1949) 652–655.https://doi.org/10.1073/pnas.35.11.652Google Scholar
  7. H. Fassbender, Kh. D. Ikramov: Some observations on the Youla form and conjugate-normal matrices, Linear Algebra Appl. 422 (2007) 29–38.https://doi.org/10.1016/j.laa.2006.09.004Google Scholar
  8. A. Giovagnoli, H. P. Wynn: G-majorization with applications to matrix orderings, Linear Algebra Appl. 67 (1985) 111–135.https://doi.org/10.1016/0024-3795(85)90190-9Google Scholar
  9. R. A. Horn, C. R. Johnson: Topics in Matrix Analysis, Cambridge University Press, Cambridge (1991).https://doi.org/10.1017/CBO9780511840371Google Scholar
  10. A. S. Lewis: Group invariance and convex matrix analysis, SIAM J. Matrix Anal. Appl. 17 (1996) 927–949.https://doi.org/10.1137/S0895479895283173Google Scholar
  11. A. S. Lewis: Convex analysis on Cartan subspaces, Nonlinear Anal. 42 (2000) 813–820.https://doi.org/10.1016/S0362-546X(99)00126-1Google Scholar
  12. A. W. Marshall, I. Olkin, B. C. Arnold: Inequalities: Theory of Majorization and Its Applications, 2nd ed., Springer, New York (2011).https://doi.org/10.1007/978-0-387-68276-1Google Scholar
  13. M. Niezgoda: Group majorization and Schur type inequalities, Linear Algebra Appl. 268 (1998) 9–30.https://doi.org/10.1016/S0024-3795(97)89322-6Google Scholar
  14. M. Niezgoda: G-majorization inequalities and canonical forms of matrices, J. Convex Analysis 14 (2007) 35–48.https://doi.org/10.68381/jca14004Google Scholar
  15. M. Niezgoda: Morphisms of normal decomposition systems, J. Convex Analysis 16 (2009) 617–632.https://doi.org/10.68381/jca16034Google Scholar
  16. M. Niezgoda: Inequalities for H-invex functions with applications for uniformly convex and superquadratic functions, Filomat 31 (2017) 4781–4794.https://doi.org/10.2298/FIL1715781NGoogle Scholar
  17. A. G. M. Steerneman: G-majorization, group-induced cone orderings and reflection groups, Linear Algebra Appl. 127 (1990) 107–119.https://doi.org/10.1016/0024-3795(90)90338-DGoogle Scholar
  18. T.-Y. Tam: Partial superdiagonal elements and the singular values of a complex skew symmetric matrix, SIAM J. Matrix Anal. Appl. 19 (1998) 737–754.https://doi.org/10.1137/S0895479896312559Google Scholar
  19. T.-Y. Tam: An extension of a result of Lewis, Electron. J. Linear Algebra 5 (1999) 1–10.https://doi.org/10.13001/1081-3810.1026Google Scholar
  20. T.-Y. Tam, W. C. Hill: On G-invariant norms, Linear Algebra Appl. 331 (2001) 101–112.https://doi.org/10.1016/S0024-3795(01)00270-1Google Scholar
  21. T.-Y. Tam, W. C. Hill: Derivatives of orbital function and an extension of Berezin-Gel’fand’s theorem, Spec. Matrices 4 (2016) 333–349.https://doi.org/10.1515/spma-2016-0033Google Scholar
  22. T.-Y. Tam, W. Yan: Unitary completions of complex symmetric and skew symmetric matrices, Appl. Math. E-Notes 7 (2007) 84–92.Google Scholar
  23. C. M. Theobald: An inequality for the trace of the product of two symmetric matrices, Math. Proc. Camb. Philos. Soc. 77 (1975) 265–267.https://doi.org/10.1017/S0305004100051070Google Scholar
  24. J. von Neumann: Some matrix inequalities and metrization of matric space, Tomsk. Univ. Rev. 1 (1937) 286–300.Google Scholar

M. Niezgoda. “On Convexity and ψ-Uniform Convexity of G-Invariant Functions on an Eaton Triple.” Journal of Convex Analysis 26 (2019), No. 3, 1001–1019. https://doi.org/10.68381/jca26054