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A path-transformation for random walks and the Robinson-Schensted correspondence
Author(s):
Neil
O'Connell
Journal:
Trans. Amer. Math. Soc.
355
(2003),
3669-3697.
MSC (2000):
Primary 05E05, 05E10, 15A52, 60B99, 60G50, 60J27, 60J45, 60J65, 60K25, 82C41
Posted:
May 29, 2003
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Abstract:
The author and Marc Yor recently introduced a path-transformation with the property that, for belonging to a certain class of random walks on , the transformed walk has the same law as the original walk conditioned never to exit the Weyl chamber . In this paper, we show that is closely related to the Robinson-Schensted algorithm, and use this connection to give a new proof of the above representation theorem. The new proof is valid for a larger class of random walks and yields additional information about the joint law of and . The corresponding results for the Brownian model are recovered by Donsker's theorem. These are connected with Hermitian Brownian motion and the Gaussian Unitary Ensemble of random matrix theory. The connection we make between the path-transformation and the Robinson-Schensted algorithm also provides a new formula and interpretation for the latter. This can be used to study properties of the Robinson-Schensted algorithm and, moreover, extends easily to a continuous setting.
References:
-
- 1.
- F. Baccelli, G. Cohen, G.J. Olsder and J.-P. Quadrat. Synchronization and Linearity: An Algebra for Discrete Event Systems. Wiley, 1992. MR 94b:93001
- 2.
- F. Baccelli and W.A. Massey. A sample path analysis of the M/M/1 queue. J. Appl. Probab. 26 (1989) 418-422. MR 90i:60065
- 3.
- F. Baccelli and W.A. Massey. A transient analysis of the two-node series Jackson network. INRIA Rapport de Recherche No. 852 (1988).
- 4.
- J. Baik, P. Deift and K. Johansson. On the distribution of the length of the longest increasing subsequence of random permutations. J. Amer. Math. Soc. 12 (1999), no. 4, 1119-1178. MR 2000e:05006
- 5.
- Yu. Baryshnikov. GUES and queues. Probab. Theory Related Fields 119 (2001) 256-274. MR 2002a:60165
- 6.
- A. Berenstein and A.N. Kirillov. The Robinson-Schensted-Knuth bijection, quantum matrices and piecewise linear combinatorics. To appear in: Proceedings of the 13th International Conference on Formal Power Series and Algebraic Combinatorics, Arizona, 2001.
- 7.
- Ph. Biane. Quelques propriétés du mouvement brownien dans un cone. Stoch. Proc. Appl. 53 (1994), no. 2, 233-240. MR 95j:60129
- 8.
- Ph. Biane. Théorème de Ney-Spitzer sur le dual de
. Trans. Amer. Math. Soc. 345, no. 1 (1994) 179-194. MR 95a:60103 - 9.
- Ph. Biane. Intertwining of Markov semi-groups, some examples. Séminaire de Probabilités, XXIX, 30-36, Lecture Notes in Math., 1613, Springer-Verlag, Berlin, 1995. MR 98k:46117
- 10.
- Ph. Biane. Quantum random walk on the dual of
. Probab. Theory Related Fields 89 (1991), no. 1, 117-129. MR 93a:46119 - 11.
- Ph. Bougerol and Th. Jeulin. Paths in Weyl chambers and random matrices. Probab. Theory Related Fields 124 (2002) 517-543.
- 12.
- K. Burdzy. A three-dimensional Brownian path reflected on a Brownian path is a free Brownian path. Letters Math. Phys. 27 (1993) 239-241. MR 94c:60132
- 13.
- K. Burdzy and D. Nualart. Brownian motion reflected on Brownian motion. Probab. Theory Related Fields, 122 (2002), 471-493.
- 14.
- E. Date, M. Jimbo and T. Miwa. Representations of
at and the Robinson-Schensted correspondence. Physics and Mathematics of Strings, 185-211, World Sci. Publishing, Teaneck, NJ, 1990. MR 92h:17012 - 15.
- J.L. Doob. Classical Potential Theory and its Probabilistic Counterpart. Springer-Verlag, 1984. MR 85k:31001
- 16.
- Y. Doumerc. An asymptotic link between LUE and GUE and its spectral interpretation. Preprint.
- 17.
- F.J. Dyson.
A Brownian-motion model for the eigenvalues of a random matrix. J. Math. Phys. 3 (1962) 1191-1198. MR 26:5904 - 18.
- William Fulton. Young Tableaux. London Mathematical Society student texts: 35. Cambridge University Press, 1997. MR 99f:05119
- 19.
- P.W. Glynn and W. Whitt. Departures from many queues in series. Ann. Appl. Prob. 1 (1991), no. 4, 546-572. MR 92i:60162
- 20.
- D. Grabiner.
Brownian motion in a Weyl chamber, non-colliding particles, and random matrices. Ann. IHP Probab. Statist. 35 (1999), no. 2, 177-204. MR 2000i:60091 - 21.
- J. Gravner, C.A. Tracy and H. Widom. Limit theorems for height fluctuations in a class of discrete space and time growth models. J. Statist. Phys. 102 (2001), 1085-1132. MR 2002d:82065
- 22.
- Harish-Chandra. Invariant differential operators on a semisimple Lie algebra. Proc. Nat. Acad. Sci. U.S.A. 42 (1956), 252-253. MR 18:218c
- 23.
- J. M. Harrison and R.J. Williams. On the quasireversibility of a multiclass Brownian service station. Ann. Probab. 18 (1990) 1249-1268. MR 91i:60204
- 24.
- A.R. Its, C.A. Tracy and H. Widom. Random words, Toeplitz determinants, and integrable systems. In: Random Matrices and their Applications, MSRI Publications, Volume 40, 2001, 245-258. MR 2002i:82040
- 25.
- C. Itzykson and J.B. Zuber. The planar approximation. II. J. Math. Phys. 21 (1980), no. 3, 411-421. MR 81a:81068
- 26.
- K. Johansson. Shape fluctuations and random matrices. Commun. Math. Phys. 209 (2000) 437-476. MR 2001h:60177
- 27.
- K. Johansson. Discrete orthogonal polynomial ensembles and the Plancherel measure, Ann. Math.(2) 153 (2001), no. 1, 259-296. MR 2002g:05188
- 28.
- Wolfgang König, Neil O'Connell and Sebastien Roch. Non-colliding random walks, tandem queues and the discrete ensembles. Elect. J. Probab. 7 (2002) Paper no. 5, 1-24.
- 29.
- Alain Lascoux, Bernard Leclerc, and Jean-Yves Thibon. The plactic monoid. In: Algebraic Combinatorics on Words, Cambridge University Press, 2002.
- 30.
- Peter Littelmann. The path model, the quantum Frobenius map and standard monomial theory. Algebraic groups and their representations (Cambridge, 1997), 175-212, NATO Adv. Sci. Inst. Ser. C Math. Phys. Sci., 517, Kluwer Acad. Publ., Dordrecht, 1998. MR 99m:20096
- 31.
- I.G. MacDonald. Symmetric Functions and Hall Polynomials. Second edition, Oxford, 1995. MR 96h:05207
- 32.
- M.L. Mehta. Random Matrices: Second Edition. Academic Press, 1991. MR 92f:82002
- 33.
- Neil O'Connell. Random matrices, non-colliding processes and queues. Lecture Notes in Math., vol. 1801, Springer-Verlag, 2003.
- 34.
- Neil O'Connell. Conditioned random walks and the RSK correspondence. J. Phys. A 36 (2003) 3049-3066.
- 35.
- Neil O'Connell and Marc Yor. Brownian analogues of Burke's theorem. Stoch. Proc. Appl. 96 (2) (2001) pp. 285-304. MR 2002h:60175
- 36.
- Neil O'Connell and Marc Yor. A representation for non-colliding random walks. Elect. Commun. Probab. 7 (2002) 1-12.
- 37.
- J.W. Pitman. One-dimensional Brownian motion and the three-dimensional Bessel process. Adv. Appl. Probab. 7 (1975) 511-526. MR 51:11677
- 38.
- L.C.G. Rogers and J.W. Pitman. Markov functions. Ann. Probab. 9 (1981) 573-582. MR 82j:60133
- 39.
- F. Soucaliuc, B. Toth and W. Werner. Reflection and coalescence between independent one-dimensional Brownian paths. Ann. Inst. Henri Poincaré 36 (2000) 509-545. MR 2002a:60139
- 40.
- R.P. Stanley. Enumerative Combinatorics, Volume 2, Cambridge University Press, 1999. MR 2000k:05026
- 41.
- C.A. Tracy and H. Widom. Fredholm determinants, differential equations and matrix models. Comm. Math. Phys. 163 (1994), no. 1, 33-72. MR 95e:82005
- 42.
- C.A. Tracy and H. Widom. On the distributions of the lengths of the longest monotone subsequences in random words. Probab. Theory Related Fields 119 (2001), no. 3, 350-380. MR 2002a:60013
- 43.
- David Williams. Diffusions, Markov Processes and Martingales. Volume 1: Foundations. Wiley, 1979. MR 80i:60100
- 44.
- David Williams. Path decomposition and continuity of local time for one-dimensional diffusions I. Proc. London Math. Soc. 28 (1974), no. 3, 738-768. MR 50:3373
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Additional Information:
Neil
O'Connell
Affiliation:
Mathematics Institute, University of Warwick, Coventry CV4 7AL, United Kingdom
Email:
noc@maths.warwick.ac.uk
DOI:
10.1090/S0002-9947-03-03226-4
PII:
S 0002-9947(03)03226-4
Keywords:
Pitman's representation theorem,
random walk,
Brownian motion,
Weyl chamber,
Young tableau,
Robinson-Schensted correspondence,
RSK,
intertwining,
Markov functions,
Hermitian Brownian motion,
random matrices
Received by editor(s):
March 7, 2002
Received by editor(s) in revised form:
October 25, 2002
Posted:
May 29, 2003
Copyright of article:
Copyright
2003,
American Mathematical Society
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