Research article

Miscellaneous reverse order laws and their equivalent facts for generalized inverses of a triple matrix product

  • Received: 05 May 2021 Accepted: 05 September 2021 Published: 27 September 2021
  • MSC : 15A09, 15A24

  • Reverse order laws for generalized inverses of products of matrices are a class of algebraic matrix equalities that are composed of matrices and their generalized inverses, which can be used to describe the links between products of matrix and their generalized inverses and have been widely used to deal with various computational and applied problems in matrix analysis and applications. ROLs have been proposed and studied since 1950s and have thrown up many interesting but challenging problems concerning the establishment and characterization of various algebraic equalities in the theory of generalized inverses of matrices and the setting of non-commutative algebras. The aim of this paper is to provide a family of carefully thought-out research problems regarding reverse order laws for generalized inverses of a triple matrix product $ ABC $ of appropriate sizes, including the preparation of lots of useful formulas and facts on generalized inverses of matrices, presentation of known groups of results concerning nested reverse order laws for generalized inverses of the product $ AB $, and the derivation of several groups of equivalent facts regarding various nested reverse order laws and matrix equalities. The main results of the paper and their proofs are established by means of the matrix rank method, the matrix range method, and the block matrix method, so that they are easy to understand within the scope of traditional matrix algebra and can be taken as prototypes of various complicated reverse order laws for generalized inverses of products of multiple matrices.

    Citation: Yongge Tian. Miscellaneous reverse order laws and their equivalent facts for generalized inverses of a triple matrix product[J]. AIMS Mathematics, 2021, 6(12): 13845-13886. doi: 10.3934/math.2021803

    Related Papers:

  • Reverse order laws for generalized inverses of products of matrices are a class of algebraic matrix equalities that are composed of matrices and their generalized inverses, which can be used to describe the links between products of matrix and their generalized inverses and have been widely used to deal with various computational and applied problems in matrix analysis and applications. ROLs have been proposed and studied since 1950s and have thrown up many interesting but challenging problems concerning the establishment and characterization of various algebraic equalities in the theory of generalized inverses of matrices and the setting of non-commutative algebras. The aim of this paper is to provide a family of carefully thought-out research problems regarding reverse order laws for generalized inverses of a triple matrix product $ ABC $ of appropriate sizes, including the preparation of lots of useful formulas and facts on generalized inverses of matrices, presentation of known groups of results concerning nested reverse order laws for generalized inverses of the product $ AB $, and the derivation of several groups of equivalent facts regarding various nested reverse order laws and matrix equalities. The main results of the paper and their proofs are established by means of the matrix rank method, the matrix range method, and the block matrix method, so that they are easy to understand within the scope of traditional matrix algebra and can be taken as prototypes of various complicated reverse order laws for generalized inverses of products of multiple matrices.



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    [1] A. Ben-Israel, T. N. E. Greville, Generalized inverses: theory and applications, 2nd Eds., New York: Springer, 2003.
    [2] S. L. Campbell, C. D. Meyer, Generalized inverses of linear transformations, Philadelphia: SIAM, 2009.
    [3] N. Č. Dinčić, D. S. Djordjević, Basic reverse order law and its equivalencies, Aequat. Math., 85 (2013), 505–517. doi: 10.1007/s00010-012-0161-y
    [4] N. Č. Dinčić, D. S. Djordjević, D. Mosić, Mixed-type reverse order law and its equivalents, Studia Math., 204 (2011), 123–136. doi: 10.4064/sm204-2-2
    [5] I. Erdelyi, On the "reverse order law" related to the generalized inverse of matrix products, J. Assoc. Comp. Mach., 13 (1966), 439–443. doi: 10.1145/321341.321353
    [6] I. Erdelyi, Partial isometries closed under multiplication on Hilbert spaces, J. Math. Anal. Appl., 22 (1968), 546–551. doi: 10.1016/0022-247X(68)90193-5
    [7] A. M. Galperin, Z. Waksman, On pseudo inverse of operator products, Linear Algebra Appl., 33 (1980), 123–131. doi: 10.1016/0024-3795(80)90101-9
    [8] T. N. E. Greville, Note on the generalized inverse of a matrix product, SIAM Rev., 8 (1966), 518–521. doi: 10.1137/1008107
    [9] R. E. Hartwig, The reverse order law revisited, Linear Algebra Appl., 76 (1986), 241–246. doi: 10.1016/0024-3795(86)90226-0
    [10] R. E. Hartwig, K. Spindelböck, Matrices for which $A^{\ast}$ and $A^{†ger}$ can commute, Linear Multilinear Algebra, 14 (1983), 241–256. doi: 10.1080/03081088308817561
    [11] S. Izumino, The product of operators with closed range and an extension of the reverse order law, Tôhoku Math. J., 34 (1982), 43–52.
    [12] Y. Liu, Y. Tian, A mixed-type reverse-order law for generalized inverse of a triple matrix product (in Chinese), Acta Math. Sinica, 52 (2009), 197–204.
    [13] G. Marsaglia, G. P. H. Styan, Equalities and inequalities for ranks of matrices, Linear Multilinear Algebra, 2 (1974), 269–292. doi: 10.1080/03081087408817070
    [14] D. Mosić, N. Č. Dinčić, Reverse order law $(ab)^{†} = b^{†}(a^{†}abb^{†})^{†}a^{†}$ in rings with involution, Filomat, 28 (2014), 1791–1815. doi: 10.2298/FIL1409791M
    [15] D. Mosić, D. S. Djordjević, Reverse order law for the Moore–Penrose inverse in $C^{\ast}$-algebras, Electron. J. Linear Algebra, 22 (2011), 92–111.
    [16] C. R. Rao, S. K. Mitra, Generalized inverse of matrices and its applications, New York: Wiley, 1971.
    [17] R. Penrose, A generalized inverse for matrices, Proc. Cambridge Phil. Soc., 51 (1955), 406–413. doi: 10.1017/S0305004100030401
    [18] Y. Tian, Reverse order laws for the generalized inverses of multiple matrix products, Linear Algebra Appl., 211 (1994), 85–100. doi: 10.1016/0024-3795(94)90084-1
    [19] Y. Tian, Rank equalities related to outer inverses of matrices and applications, Linear Multilinear Algebra, 49 (2002), 269–288.
    [20] Y. Tian, Using rank formulas to characterize equalities for Moore–Penrose inverses of matrix products, Appl. Math. Comput., 147 (2004), 581–600.
    [21] Y. Tian, The reverse-order law $(AB)^{†} = B^{†}(A^{†}ABB^{†})^{†} A^{†}$ and its equivalent equalities, J. Math. Kyoto Univ., 45 (2005), 841–850.
    [22] Y. Tian, The equivalence between $(AB)^{†} = B^{†}A^{†}$ and other mixed-type reverse-order laws, Int. J. Math. Edu. Sci. Tech., 37 (2007), 331–339.
    [23] Y. Tian, Some mixed-type reverse-order laws for the Moore–Penrose inverse of a triple matrix product, Rocky Mt. J. Math., 37 (2007), 1327–1347.
    [24] Y. Tian, On relationships between two linear subspaces and two orthogonal projectors, Spec. Matrices, 7 (2019), 142–212. doi: 10.1515/spma-2019-0013
    [25] Y. Tian, Miscellaneous reverse order laws for generalized inverses of matrix products with applications, Adv. Oper. Theory, 5 (2020), 1889–1942. doi: 10.1007/s43036-020-00072-8
    [26] Y. Tian, Two groups of mixed reverse order laws for generalized inverses of two and three matrix products, Comp. Appl. Math., 39 (2020), 181. doi: 10.1007/s40314-020-01203-w
    [27] Y. Tian, A family of 512 reverse order laws for generalized inverses of a matrix product: a review, Heliyon, 6 (2020), e04924. doi: 10.1016/j.heliyon.2020.e04924
    [28] Y. Tian, S. Cheng, Some identities for Moore–Penrose inverses of matrix products, Linear Multilinear Algebra, 52 (2004), 405–420. doi: 10.1080/03081080410001699334
    [29] Y. Tian, Y. Liu, On a group of mixed-type reverse-order laws for generalized inverses of a triple matrix product with applications, Electron. J. Linear Algebra, 16 (2007), 73–89.
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