Abstract
The problems and results on random coverings are described as they arose in the course of history. Then it is explained how the method of multiplicative processes applies in that connection and further examples and generalizations are given.
Multiplicative processes and related martingales appear in a number of circumstances and raise many interesting problems. It would be possible to start with the general theory and show how most problems can be solved in the particular case of random coverings in a very clear manner. We shall go the opposite way. I shall describe the problems and results on random coverings as they arose in the course of history, then explain how the method of multiplicative processes applies in that connection, and go to further examples and generalizations.
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References
J. Barral, Une variante des martingales de B. Mandelbrot, C.R. Acad. Sci. Paris 324(1997), 93–98.
J. Barral,Thèse, Orsay, 1997.
J. Barral, Moments, continuité,et analyse multifractale des martingales de B. Mandelbrot, Prob. Th. Rel. Fields, to appear.
J. Barral, Continuity of the multifractal spectrum of a statistically self-similar measure, Preprint Orsay, Dec. 1998
A. Batakis et Y. Heurteaux, On relations between entropy and Hausdorff dimension of measures, Preprint Orsay 1998.
F. Ben Nasr, Mesures aléatoires de Mandelbrot associées à des substitutions, C.R. Acad. Sci. Paris 304(1987), 255–258.
F. Ben Nasr et I. Bhouri, Spectre multifractal de measures boréliennes sur I18 d, C.R. Acad. Sci. Paris 325 (1997), 253–256.
P. Billard, Séries de Fourier aléatoirement bornées, continues, uniformément convergentes, Ann. Sci. Ec. Norm. Sup. 82(1965), 131–179.
E. Borel, Sur les séries de Taylor, C.R. Acad. Sc. Paris 123(1896), 1051–1052.
E. Borel, Sur les séries de Taylor, Acta. Math. 20(1897), 243–247.
E. Borel, Sur les probabilités dénombrables et leurs applications arithmétiques, Rend. Circ. Mat. Palermo 27(1909), 249–271.
P. Collet and F. Kioukiou, Large deviations and multiplicative chaos, Commun. Math. Phys. 147(1992), 329–342.
C. Cutler, The Hausdorff dimension of finite measures in Euclidean space, Canadian J. Math. 38(1986), 1459–1484.
R. Durrett and T. Liggett, Fixed points of the smoothing transformation, Z. Wahrsch. 64(1983), 275–301.
A. Dvoretzky, On covering a circle by randomly placed arcs, Proc. Nat. Acad. Sci. USA 42(1956), 199–203.
Y. El Helou, Recouvrement du tore Ifq par des ouverts aléatoires et dimension de Hausdorff de l’ensemble non recouvert, C.R. Acad. Sc. Paris 287(1978), 815–818.
P. Erdös, Some unsolved problems, Publ. Math. Inst. Hung. Acad. Sci 6, A (1961), 220–254.
Fan Ai-Hua, Thèse, Orsay 1989.
Fan Ai-Hua, Sur quelques processus de naissance et de mort, C.R. Acad. Sc. Paris 310(1990), 441–444.
Fan Ai-Hua, Equivalence et orthogonalité des mesures aléatoires engendrées par martingales positives homogènes, Studia Math. 98(1991), 249–266.
Fan Ai-Hua, Quelques propriétés des produits de Riesz, Bull. Sci. Math. 117(1993), 421–439.
Fan Ai-Hua, Sur les dimensions des mesures, Studia Math. 111(1994), 1–17.
Fan Ai-Hua, Analyse multifractale de certains produits de Riesz avec phases, C.R. Acad. Sc. Paris 321(1995), 399–404.
Fan Ai-Hua, Sur la LP -convergence des martingales liées au recouvrement, J. Appl. Prob. 32(1995), 668–678.
Fan Ai-Hua, Sur la convergence de séries trigonométriques lacunaires presque partout par rapport à des produits de Riesz, C.R. Acad. Sc. Paris 309(1989), 295--298.
Fan Ai-Hua et J.-P. Kahane, Rareté des intervalles recouvrant un point dans un recouvrement aléatoire, Ann. Inst. H. Poincaré, Prob.;Stat. 29(1993), 453–466.
X. Fernique, Sur l’équivalence de certaines mesures produit. Probab. Theory Relat. Fields 98 (1994), 77–90.
P. Fitzsimmons, B. Fristedt and L. Shepp, The set of real numbers left uncovered by random covering intervals, Z. Wahrscheinlichkeitstheorie 70(1985), 175–189.
U. Frisch, Turbulence: the legacy of A.N. Kolmogorov,Cambr. Univ. Press, Cambridge, UK.
Y. Guivarc’h, Remarques sur les solutions d’une equation fonctionnelle non linéaire de Benoit Mandelbrot, C.R. Acad. Sc. Paris 305(1987), 139–141.
Y. Guivarc’h, Sur une extension de la notion de loi semi-stable,Ann. Inst. H. Poincaré, Prob. ; Stat. 26(1990), 261–285.
J. Hawkes, On the covering of small sets by random intervals, Quart. J. Math. Oxford 24(1973), 427–432.
Y. Heurteaux, Estimations de la dimension inférieure et de la dimension supérieure des mesures, Ann. Inst. H. Poincaré 34(1998), 309–338.
Y. Heurteaux, Sur la comparaison des mesures avec des mesures de Hausdorff, C.R. Acad. Sc. Paris 321(1995), 61–65.
J. Hoffmann-Jorgensen, Coverings of metric spaces with randomly placed balls, Math. Scand. 32(1973), 169–186.
S. Janson, Random coverings of the circle with arcs of random lengths, in Probability and mathematical statistics, Essays in honor of Carl-Gustav Esseen, Uppsala Univ. 1983, 62–73.
S. Janson, Random covering in several dimensions,Acta Math. 156(1986), 83–118.
J.-P. Kahane, Sur le recouvrement d’un cercle par des arcs disposés au hasard, C.R. Acad. Sc. Paris 248(1959), 184–186.
J.-P. Kahane, Some random series of functions, Heath 1968, 2nd ed., Cambridge Univ. Press 1985, 1993.
J.-P. Kahane, Sur le chaos multiplicatif, Ann. Sci. Math. Québec 9(1985), 105–150.
J.-P. Kahane, Intervalles aléatoires et décomposition des mesures, C.R. Acad. Sc. Paris 304(1987), 551–554.
J.-P. Kahane, Positive martingales and random measures,Chinese Ann. Math. 8B1(1987), 1–12.
J.-P. Kahane, Random multiplications, random coverings,and multiplicative chaos, in Analysis at Urbana 1, London Math. Soc. Lect. Notes137Cambridge Univ. Press 1989, 196–255.
J.-P. Kahane, Recouvrements aléatoires et théorie du potentiel, Colloq. Math. 60–61 (1990), 387–411.
J.-P. Kahane, Produits de poids aléatoires indépendants et applications, in Fractal geometry and analysis (eds. J. Bélair and S. Dubuc), Kluwer Anad. Publ. 1991, 277–324.
J.-P. Kahane, From Riesz products to random sets, in Harmonic Analysis, (ed. S. Igari), Proc. Sendai 1990, Springer Verlag, 125–139.
J.-P. Kahane et Y. Katznelson, Décomposition des mesures selon la dimension,Colloq. Math. 58(1990), 269–279.
J.-P. Kahane et J. Peyrière, Sur certaines martingales de Benoit Mandelbrot, Advances in Math. 22 (1976), 131–145.
S. Kakutani, On equivalence of infinite product measures, Ann. Math. 49(1948), 214–224.
K. Kitada ; H. Sato, On the absolute continuity of infinite product measure and its convolution, Prob. Th. Rel. Fields 81(1989), 609–627.
S.V. Konyagin, On a question of Pichorides, C.R. Acad. Sci. Paris 324 (1997), 385–388.
Liu Quansheng, Sur quelques problèmes à propos des processus de branchement,des flots dans les réseaux et des mesures de Hausdorff associées, Thèse, Paris 6, 1993.
Liu Quansheng, Sur une équation fonctionnelle et ses applications: une extension du théorème de Kesten-Stigum concernant des processus de branchement, Adv. Appl. Prob. 29(1997), 353–373.
Liu Quansheng, Self-similar cascades and the branching random walk, Preprint 97–03, IRMAR, Univ. Rennes 1, 1997.
Liu Quansheng, Fixed points of a generalized smoothing transformation and applications to branching processes, Adv. Appl. Prob. 30(1998), 85–112.
Liu Quansheng and A. Ronault, Limit theorems for Mandelbrot’s multiplicative cascades, Preprint 98–39, IRMAR, Univ. Rennes 1, 1998.
R. Lyons, Random walks and percolation on trees,Ann. Proba. 18(1990), 931–951.
R. Lyons, Diffusions and random shadows in negatively-curved manifolds, J. Funct. Anal. 138(1996), 426–448.
R. Lyons, R. Pemantle and Y. Peres, Unsolved problems concerning random walks on trees, in Classical and modern branching processes, Minneapolis, MN, 1994, 223–237, IMA Vol. Math. Appl. 84, Springer, New York 1997.
B. Mandelbrot, Renewal sets and random cutouts, Z. Wahrscheinlichkeitstheorie verw. Geb. 22(1972), 145–157.
B. Mandelbrot, Possible refinement of the log-normal hypothesis concerning the distribution of energy dissipation in intermittent turbulence, Statistical Models and Turbulence, Symp. San Diego 1971, Lect. Notes in Physics, Springer-Verlag 1972, 333–351.
B. Mandelbrot, The fractal geometry of nature, San Francisco, Freeman, 1982.
B. Mandelbrot, Negative dimensions and Hölders,multifractals and their Hölder spectra, and the role of preasymptotic in science, J. Fourier analysis and appl., special issue, 1995, 409–432.
G.M. Molchan, Scaling exponents and multifractal dimensions for independent random cascades, Comm. Math. Phys. 179(1996), 681–702.
J. Peyrière, A singular random measure generated by splitting [0, 1], Z. Wahrscheinlichkeitstheorie verw. Geb. 47(1979), 289–297.
H. Sato, On the convergence of the product of independent random variables, J. Math. Kyoto Univ. 27(1987), 381–385.
H. Sato, Convergence of sum and product of a martingale difference sequence, Hiroshima Math. J. 18(1988), 69–72.
H. Sato, Uniform integrability of an additive martingale and its exponential,Stochastics and Stoch. Reports 30(1990), 163–169.
H. Sato and M. Tamashiro, Multiplicative chaos and random translation, Ann. Inst. H. Poincaré, Prob. 8e Stat. 30(1994), 245–264.
H. Sato and M. Tamashiro, Absolute continuity of one sided random translations, Stochastic processes and their appl. 58(1995), 187–204.
L. SheppDistinguishing a sequence of random variables from a translate of itself, Ann. Math. Stat. 36(1965), 1107–1112.
L. SheppCovering the circle with random arcs, Israel J. Math. 11(1972), 328–345.
L. SheppCovering the line with random intervals, Z. Wahrscheinlichkeitstheorie 23(1972), 158–160.
H. SteinhausLes probabilités dénombrables et leur rapport á la théorie de la mesure, Fund. Math. 4(1923), 286–310.
H. Steinhaus, Ober die Wahrscheinlichkeit dafür, daß der Konvergenzkreis einer Potenzreihe ihre natürliche Grenze ist, Math. Z. 31(1929), 408–416.
E. Waymire and S.C. Williams, A general decomposition theory for random cascades, Bull. Amer. Math. Soc. 31(1994), 216–222.
E. Waymire and S.C. Williams, Multiplicative cascades: dimension spectra and dependence,J.Fourier Anal. ; Appl., special issue(1995), 589–609.
E. Waymire and S.C. Williams, A cascade decomposition theory with applications to Markov and exchangable cascades, Trans. Amer. Math. Soc. 348(1996), 585–632.
M. Wschebor, Sur le recouvrement du cercle par des ensembles placés au hasard, Israel J. Math. 15(1973), 1–11.
U. Zähle, Random fractals generated by random cutouts, Math. Nachr. 116(1984), 27–52.
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Kahane, JP. (2000). Random Coverings and Multiplicative Processes. In: Bandt, C., Graf, S., Zähle, M. (eds) Fractal Geometry and Stochastics II. Progress in Probability, vol 46. Birkhäuser, Basel. https://doi.org/10.1007/978-3-0348-8380-1_6
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DOI: https://doi.org/10.1007/978-3-0348-8380-1_6
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