Abstract
We consider a class of random walks (on lattices and in continuous spaces) having infinite mean-squared displacement per step. The probability distribution functions considered generate fractal self-similar trajectories. The characteristic functions (structure functions) of the walks are nonanalytic functions and satisfy scaling equations.
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References
B. B. Mandelbrot,Fractals: Form, Chance and Dimension (W. H. Freeman, San Francisco, 1977).
M. F. Shlesinger and B. D. Hughes,Physics A. 109:597 (1981).
B. D. Hughes, M. F. Shlesinger, and E. W. Montroll,Proc. Natl. Acad. Sci. USA,78:3287 (1981).
A. N. Singh,The Theory and Construction of Non-differentiable Functions, Lucknow University Press (1935); reprinted in E. W. Hobsonet al., Squaring the Circle and Other Monographs (Chelsea, New York, 1953).
E. Lukacs,Characteristic Functions (Griffin, London, 1960).
B. V. Gnedenko and A. N. Kolmogorov,Limit Distributions for Sums of Independent Random Variables, revised edition (Addison-Wesley, Reading, Massachusetts, 1968).
E. W. Montroll and B. J. West, in E. W. Montroll and J. L. Lebowitz (eds.),Fluctuation Phenomena (North-Holland, Amsterdam, 1979), Chap. 2.
W. Feller,An Introduction to Probability Theory and Its Applications, Vol. 2, 2nd edition (Wiley, New York, 1971).
P. Lévy,Théorie de l'addition des variables aléatoires, 1st edition (Gauthier-Villars, Paris, 1937).
S. Bochner and K. Chandrasekharan,Fourier Transforms (Princeton University Press, Princeton, New Jersey, 1949), Chap. 2.
E. W. Montroll,Proc. Symp. Appl. Math. 16:193 (1964).
M. N. Barber and B. W. Ninham,Random and Restricted Walks: Theory and Applications (Gordon and Breach, New York, 1970).
G. H. Hardy,Trans. Amer. Math. Soc. 17:301 (1916).
Th. Niemeijer and J. M. J. van Leeuwen, in C. Domb and M. S. Green (eds.),Phase Transitions and Critical Phenomena, Vol. 6 (Academic Press, London, 1976), p. 425.
G. H. Hardy,Quart. J. Math. 38:269 (1907).
Lord Rayleigh,Phil. Mag. 10:73 (1880).
K. Pearson,Nature,72:294,342 (1905).
M. Abramowitz and I. A. Stegun (eds.),Handbook of Mathematical Functions (Dover, New York, 1965).
T. M. Apostol,Mathematical Analysis, 2nd edition (Addison-Wesley, Reading, Massachusetts, 1974).
G. Polya,Math. Ann. 84:149 (1921).
K. L. Chung,A Course in Probability Theory, 2nd edition (Academic Press, New York, 1974), Sec. 8.3.
E. C. Titchmarsh,Introduction to the Theory of Fourier Integrals, 2nd edition (Clarendon Press, Oxford, 1948).
G. H. Hardy and J. E. Littlewood,Proc. Natl. Acad. Sci. USA 2:583 (1916).
F. Oberhettinger,Tables of Mellin Transforms (Springer-Verlag, Berlin, 1974).
E. W. Hobson,The Theory of Functions of a Real Variable and the Theory of Fourier's Series, Vol. 2, 3rd edition (Dover, New York, 1957), pp. 626–629 and list of corrections and additions.
E. W. Montroll and G. H. Weiss,J. Math. Phys. 6:167 (1965).
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Supported by the Commonwealth Scientific and Industrial Research Organization (Australia).
Supported by the Xerox Corporation.
Supported in part by a grant from DARPA.
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Hughes, B.D., Montroll, E.W. & Shlesinger, M.F. Fractal random walks. J Stat Phys 28, 111–126 (1982). https://doi.org/10.1007/BF01011626
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DOI: https://doi.org/10.1007/BF01011626