Abstract
A random geometric graph G n is constructed by taking vertices X 1,…,X n ∈ℝd at random (i.i.d. according to some probability distribution ν with a bounded density function) and including an edge between X i and X j if ‖X i -X j ‖ < r where r = r(n) > 0. We prove a conjecture of Penrose ([14]) stating that when r=r(n) is chosen such that nr d = o(lnn) then the probability distribution of the clique number ω(G n ) becomes concentrated on two consecutive integers and we show that the same holds for a number of other graph parameters including the chromatic number χ(G n ).
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D. Achlioptas and A. Naor: The two possible values of the chromatic number of a random graph, Ann. of Math. (2) 162(3) (2005), 1335–1351.
N. Alon and M. Krivelevich: The concentration of the chromatic number of random graphs, Combinatorica 17(3) (1997), 303–313.
C. W. Anderson, S. G. Coles and J. Hüsler: Maxima of Poisson-like variables and related triangular arrays, Ann. Appl. Probab. 7(4) (1997), 953–971.
B. Bollob’as: The distribution of the maximum degree of a random graph, Discrete Math. 32(2) (1980), 201–203.
J. Glaz and N. Balakrishan: Scan Statistics and Applications, Birkhäuser, Boston, 1999.
J. Glaz, J. Naus and S. Wallenstein: Scan statistics, Springer, New York, 2001.
T. Łuczak: A note on the sharp concentration of the chromatic number of random graphs, Combinatorica 11(3) (1991), 295–297.
C. L. Mallows: An inequality involving multinomial probabilities, Biometrika 55(2) (1968), 422–424.
M. Månsson: Poisson approximation in connection with clustering of random points, Ann. Appl. Probab. 9(2) (1999), 465–492.
D. W. Matula: The employee party problem, Not. A. M. S. 19 (1972), A–382.
C. J. H. McDiarmid: Random channel assignment in the plane, Random Structures Algorithms 22(2) (2003), 187–212.
C. J. H. McDiarmid and T. Müller: On the chromatic number of random geometric graphs, submitted.
M. D. Penrose: Focusing of the scan statistic and geometric clique number, Adv. in Appl. Probab. 34(4) (2002), 739–753.
M. D. Penrose: Random Geometric Graphs, Oxford University Press, Oxford, 2003.
S. M. Ross: Probability models in computer science, Harcourt/Academic Press, 2002.
W. Rudin: Real and Complex Analysis, McGraw-Hill, New York, 1987.
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The author was partially supported by EPSRC, the Department of Statistics, Bekkerla-Bastide fonds, Dr. Hendrik Muller’s Vaderlandsch fonds, and Prins Bernhard Cultuurfonds.