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Birkhoff–James Orthogonality and Applications: A Survey

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Part of the book series: Operator Theory: Advances and Applications ((OT,volume 282))

Abstract

In the last few decades, the concept of Birkhoff–James orthogonality has been used in several applications. In this survey article, the results known on the necessary and sufficient conditions for Birkhoff–James orthogonality in certain Banach spaces are mentioned. Their applications in studying the geometry of normed spaces are given. The connections between this concept of orthogonality, and the Gateaux derivative and the subdifferential set of the norm function are provided. Several interesting distance formulas can be obtained using the characterizations of Birkhoff–James orthogonality, which are also mentioned. In the end, some new results are obtained.

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Notes

  1. 1.

    We learnt this characterization of orthogonality in \({\mathbb {R}}^n\) from Amber Habib.

References

  1. T.J. Abatzoglou, Norm derivatives on spaces of operators. Math. Ann. 239, 129–135 (1979)

    Article  MathSciNet  MATH  Google Scholar 

  2. J. Alonso, Some properties of Birkhoff and isosceles orthogonality in normed linear spaces, in Inner Product Spaces and Applications. Pitman Research Notes in Mathematical Series, vol. 376 (Longman, Harlow, 1997), pp. 1–11

    Google Scholar 

  3. D. Amir, Characterizations of Inner Product Spaces. Operator Theory: Advances and Applications, vol. 20 (Birkhäuser Verlag, Basel, 1986)

    Google Scholar 

  4. J. Anderson, On normal derivations. Proc. Am. Math. Soc. 38, 135–140 (1973)

    Article  MathSciNet  MATH  Google Scholar 

  5. C. Apostol, L.A. Fialkow, D.A. Herrero, D. Voiculescu, Approximation of Hilbert Space Operators II. Research Notes in Mathematics, vol. 102 (Pitman (Advanced Publishing Program), Boston, 1984)

    Google Scholar 

  6. L. Arambašić, R. Rajić, On some norm equalities in pre-Hilbert C -modules. Linear Algebra Appl. 414, 19–28 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  7. L. Arambašić, R. Rajić, The Birkhoff-James orthogonality in Hilbert C -modules. Linear Algebra Appl. 437, 1913–1929 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  8. L. Arambašić, R. Rajić, A strong version of the Birkhoff-James orthogonality in Hilbert C -modules. Ann. Funct. Anal. 5, 109–120 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  9. L. Arambašić, R. Rajić, On three concepts of orthogonality in Hilbert C -modules. Linear Multilinear Algebra 63, 1485–1500 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  10. L. Arambašić, R. Rajić, On symmetry of the (strong) Birkhoff-James orthogonality in Hilbert C -modules. Ann. Funct. Anal. 7, 17–23 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  11. J. Arazy, On the geometry of the unit ball of unitary matrix spaces. Integr. Equ. Oper. Theory 4, 151–171 (1981)

    Article  MathSciNet  MATH  Google Scholar 

  12. K.M.R. Audenaert, Variance bounds, with an application to norm bounds for commutators. Linear Algebra Appl. 432, 1126–1143 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  13. C. Benítez, M. Fernández, M.L. Soriano, Orthogonality of matrices. Linear Algebra Appl. 422, 155–163 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  14. R. Bhatia, P. Šemrl, Orthogonality of matrices and some distance problems. Linear Algebra Appl. 287, 77–85 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  15. T. Bhattacharyya, P. Grover, Characterization of Birkhoff-James orthogonality. J. Math. Anal. Appl. 407, 350–358 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  16. G. Birkhoff, Orthogonality in linear metric spaces. Duke Math. J. 1, 169–172 (1935)

    MathSciNet  MATH  Google Scholar 

  17. B. Blackadar, Operator Algebras-Theory of C -Algebras and von Neumann Algebras (Springer, Berlin, 2006)

    MATH  Google Scholar 

  18. J. Chmieliński, Linear mappings approximately preserving orthogonality. J. Math. Anal. Appl. 304, 158–169 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  19. J. Chmieliński, On an ε-Birkhoff orthogonality. J. Inequal. Pure Appl. Math. 6, 1–7 (2005)

    MathSciNet  Google Scholar 

  20. J. Chmieliński, T. Stypula, P. Wójcik, Approximate orthogonality in normed spaces and its applications. Linear Algebra Appl. 531, 305–317 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  21. J.B. Conway, A Course in Functional Analysis (Springer, New York, 1990)

    MATH  Google Scholar 

  22. J. Diestel, Geometry of Banach Spaces. Lecture Notes in Mathematics, vol. 485 (Springer, Berlin, 1975)

    Google Scholar 

  23. S.S. Dragomir, On Approximation of Continuous Linear Functionals in Normed Linear Spaces. An. Univ. Timişoara Ser. Ştiint. Mat. 29, 51–58 (1991)

    MathSciNet  MATH  Google Scholar 

  24. S.S. Dragomir, Continuous linear functionals and norm derivatives in real normed spaces. Univ. Beograd. Publ. Elektrotehn. Fak. Ser. Mat. 3, 5–12 (1992)

    MathSciNet  MATH  Google Scholar 

  25. H.-K. Du, Another generalization of Anderson’s theorem. Proc. Am. Math. Soc. 123, 2709–2714 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  26. B.P. Duggal, A remark on normal derivations. Proc. Am. Math. Soc. 126, 2047–2052 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  27. B.P. Duggal, Range-kernel orthogonality of the elementary operator \(X\rightarrow \sum \limits _{i=1}^n A_iXB_i - X\). Linear Algebra Appl. 337, 79–86 (2001)

    Google Scholar 

  28. E.G. Effros, Z.-J. Ruan, Operator Spaces (Oxford University Press, New York, 2000)

    MATH  Google Scholar 

  29. P. Gajendragadkar, Norm of a derivation on a von Neumann algebra. Trans. Am. Math. Soc. 170, 165–170 (1972)

    Article  MathSciNet  MATH  Google Scholar 

  30. P. Ghosh, D. Sain, K. Paul, On symmetry of Birkhoff-James orthogonality of linear operators. Adv. Oper. Theory 2, 428–434 (2017)

    MathSciNet  MATH  Google Scholar 

  31. K.R. Goodearl, Notes on Real and Complex C -Algebras (Shiva, Cambridge, 1982)

    MATH  Google Scholar 

  32. P. Grover, Orthogonality to matrix subspaces, and a distance formula. Linear Algebra Appl. 445, 280–288 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  33. P. Grover, Some problems in differential and subdifferential calculus of matrices. Ph.D. Thesis, Indian Statistical Institute (2014)

    Google Scholar 

  34. P. Grover, Orthogonality of matrices in the Ky Fan k-norms. Linear Multilinear Algebra 65, 496–509 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  35. P. Grover, S. Singla, Best approximations, distance formulas and orthogonality in C -algebras. J. Ramanujan Math. Soc. (to appear)

    Google Scholar 

  36. R. Grza̧ślewicz, R. Younis, Smooth points of some operator spaces. Arch. Math. 57, 402–405 (1991)

    Google Scholar 

  37. R. Grza̧ślewicz, R. Younis, Smooth points and M-ideals. J. Math. Anal. Appl. 175, 91–95 (1993)

    Google Scholar 

  38. P. Halmos, A Hilbert Space Problem Book (D. Van Nostrand, Princeton, 1967)

    MATH  Google Scholar 

  39. J. Hennefeld, Smooth, compact operators. Proc. Am. Math. Soc. 77, 87–90 (1979)

    Article  MathSciNet  MATH  Google Scholar 

  40. S. Heinrich, The differentiability of the norm in spaces of operators. Funct. Anal. Appl. 9, 360–362 (1975)

    Article  MathSciNet  MATH  Google Scholar 

  41. J.B. Hiriart-Urruty, C. Lemarèchal, Fundamentals of Convex Analysis (Springer, Berlin, 2000)

    MATH  Google Scholar 

  42. J.R. Holub, On the metric geometry of ideals of operators on Hilbert space. Math. Ann. 201, 157–163 (1973)

    Article  MathSciNet  MATH  Google Scholar 

  43. T. Jahn, Orthogonality in generalized Minkowski spaces. J. Convex Anal. 26, 49–76 (2019)

    MathSciNet  MATH  Google Scholar 

  44. R.C. James, Orthogonality in normed linear spaces. Duke Math. J. 12, 291–302 (1945)

    Article  MathSciNet  MATH  Google Scholar 

  45. R.C. James, Orthogonality and linear functionals in normed linear spaces. Trans. Am. Math. Soc. 61, 265–292 (1947)

    Article  MathSciNet  Google Scholar 

  46. R.C. James, Inner products in normed linear spaces. Bull. Am. Math. Soc. 53, 559–566 (1947)

    Article  MathSciNet  MATH  Google Scholar 

  47. B. Johnson, Characterization and norms of derivations on von Neumann algebras, in Algèbres d’Opérateurs. Lecture Notes in Mathematics, vol. 725 (Springer, Berlin, 1979), pp. 228–236

    Google Scholar 

  48. R.V. Kadison, Derivations of operator algebras. Ann. Math. 83, 280–293 (1966)

    Article  MathSciNet  MATH  Google Scholar 

  49. I. Kaplansky, Modules over operator algebras. Am. J. Math. 75, 839–858 (1953)

    Article  MathSciNet  MATH  Google Scholar 

  50. D.J. Kečkić, Orthogonality of the range and the kernel of some elementary operators. Proc. Am. Math. Soc. 128, 3369–3377 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  51. D.J. Kečkić, Orthogonality in \(\mathfrak {S}_1\) and \(\mathfrak {S}_\infty \) spaces and normal derivations. J. Oper. Theory 51, 89–104 (2004)

    Google Scholar 

  52. D.J. Kečkić, Gateaux derivative of B(H) norm. Proc. Am. Math. Soc. 133, 2061–2067 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  53. D.J. Kečkić, Orthogonality and smooth points in C(K) and C b( Ω). Eur. Math. J. 3, 44–52 (2012)

    MathSciNet  MATH  Google Scholar 

  54. F. Kittaneh, On normal derivations of Hilbert-Schmidt type. Glasg. Math. J. 29, 245–248 (1987)

    Article  MathSciNet  MATH  Google Scholar 

  55. F. Kittaneh, Normal derivations in norm ideals. Proc. Am. Math. Soc. 123, 1779–1785 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  56. F. Kittaneh, Operators that are orthogonal to the range of a derivation. J. Math. Anal. Appl. 203, 868–873 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  57. F. Kittaneh, R. Younis, Smooth points of certain operator spaces. Integr. Equ. Oper. Theory 13, 849–855 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  58. C.K. Li, H. Schneider, Orthogonality of matrices. Linear Algebra Appl. 347, 115–122 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  59. P.J. Maher, Commutator approximants. Proc. Am. Math. Soc. 115, 995–1000 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  60. A. Mal, K. Paul, T.S.S.R.K. Rao, D. Sain, Approximate Birkhoff-James orthogonality and smoothness in the space of bounded linear operators. Monatsh. Math. 190, 549–558 (2019)

    Google Scholar 

  61. A. Mal, D. Sain, K. Paul, On some geometric properties of operator spaces. Banach J. Math. Anal. 13, 174–191 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  62. A. Mazouz, On the range and the kernel of the operator XAXB − X. Proc. Am. Math. Soc. 127, 2105–2107 (1999)

    Google Scholar 

  63. S. Mecheri, On minimizing \(\| S- (AX-XB)\|{ }_p^p\). Serdica Math. J. 26, 119–126 (2000)

    Google Scholar 

  64. S. Mecheri, Some versions of Anderson’s and Maher’s inequalities I. Int. J. Math. Math. Sci. 52, 3281–3297 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  65. S. Mecheri, Some versions of Anderson’s and Maher’s inequalities II. Int. J. Math. Math. Sci. 53, 3355–3372 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  66. S. Mecheri, M. Bounkhel, Some variants of Anderson’s inequality in C 1-classes. JIPAM. J. Inequal. Pure Appl. Math. 4, Article 24 (2003)

    MathSciNet  MATH  Google Scholar 

  67. P. Miles, Derivations on B algebras. Pac. J. Math. 14, 1359–1366 (1964)

    Article  MathSciNet  MATH  Google Scholar 

  68. M.S. Moslehian, A. Zamani, Norm-parallelism in the geometry of Hilbert C -modules. Indag. Math. 27, 266–281 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  69. R. Nakamoto, S. Takahasi, Norm equality condition in triangular inequality. Sci. Math. Jpn. 55, 463–466 (2002)

    MathSciNet  MATH  Google Scholar 

  70. K. Paul, Translatable radii of an operator in the direction of another operator. Sci. Math. 2, 119–122 (1999)

    MathSciNet  MATH  Google Scholar 

  71. K. Paul, A. Mal, P. Wójcik, Symmetry of Birkhoff-James orthogonality of operators defined between infinite dimensional Banach spaces. Linear Algebra Appl. 563, 142–153 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  72. K. Paul, D. Sain, P. Ghosh, Birkhoff-James orthogonality and smoothness of bounded linear operators. Linear Algebra Appl. 506, 551–563 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  73. T.S.S.R.K. Rao, Very smooth points in spaces of operators. Proc. Indian Acad. Sci. Math. Sci. 113, 53–64 (2003)

    Google Scholar 

  74. T.S.S.R.K. Rao, Smooth points in spaces of operators. Linear Algebra Appl. 517, 129–133 (2017)

    Google Scholar 

  75. T.S.S.R.K. Rao, Adjoints of operators as smooth points in spaces of compact operators. Linear Multilinear Algebra 66, 668–670 (2018)

    Google Scholar 

  76. M.A. Rieffel, Leibniz seminorms and best approximation from C -subalgebras. Sci. China Math. 54, 2259–2274 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  77. M.A. Rieffel, Standard deviation is a strongly Leibniz seminorm. New York J. Math. 20, 35–56 (2014)

    MathSciNet  MATH  Google Scholar 

  78. B.D. Roberts, On geometry of abstract vector spaces. Tohoku Math. J. 39, 42–59 (1934)

    MATH  Google Scholar 

  79. D. Sain, K. Paul, Operator norm attainment and inner product spaces. Linear Algebra Appl. 439, 2448–2452 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  80. D. Sain, K. Paul, S. Hait, Operator norm attainment and Birkhoff-James orthogonality. Linear Algebra Appl. 476, 85–97 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  81. D. Sain, P. Ghosh, K. Paul, On symmetry of Birkhoff-James orthogonality of linear operators on finite-dimensional real Banach spaces. Oper. Matrices 11, 1087–1095 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  82. D. Sain, K. Paul, A. Mal, A complete characterization of Birkhoff-James orthogonality in infinite dimensional normed space. J. Oper. Theory 80, 399–413 (2018)

    MathSciNet  MATH  Google Scholar 

  83. D. Sain, K. Paul, A. Mal, On approximate Birkhoff-James orthogonality and normal cones in a normed space. J. Convex Anal. 26, 341–351 (2019)

    MathSciNet  MATH  Google Scholar 

  84. D. Sain, K. Paul, A. Mal, A. Ray, A complete characterization of smoothness in the space of bounded linear operators. Linear Multilinear Algebra (2019). https://doi.org/10.1080/03081087.2019.1586824

  85. S. Sakai, Derivations of W -algebras. Ann. Math. 83, 273–279 (1966)

    Article  MathSciNet  MATH  Google Scholar 

  86. R. Schatten, The space of completely continuous operators on a Hilbert space. Math. Ann. 134, 47–49 (1957)

    Article  MathSciNet  MATH  Google Scholar 

  87. A. Seddik, Rank one operators and norm of elementary operators. Linear Algebra Appl. 424, 177–183 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  88. A. Seddik, On the injective norm of \(\sum \limits _{i=1}^{n} A_i\mathbin { \mathop {\otimes } \limits _{}}B_i\) and characterization of normaloid operators. Oper. Matrices 2, 67–77 (2008)

    Google Scholar 

  89. I. Singer, Best Approximation in Normed Linear Spaces by Elements of Linear Subspaces (Springer, New York, 1970)

    Book  MATH  Google Scholar 

  90. W. So, Facial structures of Schatten p-norms. Linear Multilinear Algebra 27, 207–212 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  91. J. Stampfli, The norm of a derivation. Pac. J. Math. 33, 737–747 (1970)

    Article  MathSciNet  MATH  Google Scholar 

  92. A. Turnšek, Elementary operators and orthogonality. Linear Algebra Appl. 317, 207–216 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  93. A. Turnšek, Orthogonality in \({\mathscr C}_p\) classes. Monatsh. Math. 132, 349–354 (2001)

    Google Scholar 

  94. A. Turnšek, Generalized Anderson’s inequality. J. Math. Anal. Appl. 263, 121–134 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  95. A. Turnšek, On operators preserving James’ orthogonality. Linear Algebra Appl. 407, 189–195 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  96. A. Turnšek, A remark on orthogonality and symmetry of operators in \(\mathscr B(\mathscr H)\). Linear Algebra Appl. 535, 141–150 (2017)

    Google Scholar 

  97. G.A. Watson, Characterization of the subdifferential of some matrix norms. Linear Algebra Appl. 170, 33–45 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  98. G.A. Watson, On matrix approximation problems with Ky Fan k norms. Numer. Algorithms 5, 263–272 (1993)

    Article  MathSciNet  MATH  Google Scholar 

  99. P. Wójcik, Gateaux derivative of norm in \({\mathcal K}(X; Y)\). Ann. Funct. Anal. 7, 678–685 (2016)

    Google Scholar 

  100. P. Wójcik, Norm-parallelism in classical M-ideals. Indag. Math. 28, 287–293 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  101. P. Wójcik, Orthogonality of compact operators. Expo. Math. 35, 86–94 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  102. W. Werner, Smooth points in some spaces of bounded operators. Integr. Equ. Oper. Theory 15, 496–502 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  103. J.P. Williams, Finite operators. Proc. Am. Math. Soc. 26, 129–136 (1970)

    Article  MathSciNet  MATH  Google Scholar 

  104. A. Zamani, The operator-valued parallelism. Linear Algebra Appl. 505, 282–295 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  105. A. Zamani, Characterizations of norm-parallelism in spaces of continuous functions. Bull. Iranian Math. Soc. 45, 557–567 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  106. A. Zamani, M.S. Moslehian, Exact and approximate operator parallelism. Can. Math. Bull. 58, 207–224 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  107. A. Zamani, M.S. Moslehian, M.-T. Chien, H. Nakazato, Norm-parallelism and the Davis-Wielandt radius of Hilbert space operators. Linear Multilinear Algebra 67, 2147–2158 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  108. K. Zietak, On the characterization of the extremal points of the unit sphere of matrices. Linear Algebra Appl. 106, 57–75 (1988)

    Article  MathSciNet  MATH  Google Scholar 

  109. K. Zietak, Subdifferentials, faces, and dual matrices. Linear Algebra Appl. 185, 125–141 (1993)

    Article  MathSciNet  MATH  Google Scholar 

  110. L. Zsidó, The norm of a derivation in a W -algebra. Proc. Am. Math. Soc. 38, 147–150 (1973)

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgements

The authors would like to thank Amber Habib and Ved Prakash Gupta for many useful discussions. The authors would also like to acknowledge very helpful comments by the referees.

The research of P. Grover is supported by INSPIRE Faculty Award IFA14-MA-52 of DST, India, and by Early Career Research Award ECR/2018/001784 of SERB, India.

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Grover, P., Singla, S. (2021). Birkhoff–James Orthogonality and Applications: A Survey. In: Bastos, M.A., Castro, L., Karlovich, A.Y. (eds) Operator Theory, Functional Analysis and Applications. Operator Theory: Advances and Applications, vol 282. Birkhäuser, Cham. https://doi.org/10.1007/978-3-030-51945-2_15

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