The permanental process

We extend the boson process first to a large class of Cox processes and second to an even larger class of infinitely divisible point processes. Density and moment results are studied in detail. These results are obtained in closed form as weighted permanents, so the extension is called a permanental process. Temporal extensions and a particularly tractable case of the permanental process are also studied. Extensions of the fermion process along similar lines, leading to so-called determinantal processes, are discussed.

[1]  L. Isserlis ON A FORMULA FOR THE PRODUCT-MOMENT COEFFICIENT OF ANY ORDER OF A NORMAL FREQUENCY DISTRIBUTION IN ANY NUMBER OF VARIABLES , 1918 .

[2]  O. Macchi,et al.  Detection and ``emission'' processes of quantum particles in a ``chaotic state'' , 1973 .

[3]  Leslie G. Valiant,et al.  The Complexity of Computing the Permanent , 1979, Theor. Comput. Sci..

[4]  V. Malyshev CLUSTER EXPANSIONS IN LATTICE MODELS OF STATISTICAL PHYSICS AND THE QUANTUM THEORY OF FIELDS , 1980 .

[5]  V. G. Sprindzhuk,et al.  ACHIEVEMENTS AND PROBLEMS IN DIOPHANTINE APPROXIMATION THEORY , 1980 .

[6]  P. McCullagh Tensor notation and cumulants of polynomials , 1984 .

[7]  Robert C. Griffiths,et al.  Characterization of infinitely divisible multivariate gamma distributions , 1984 .

[8]  R. Milne,et al.  A class of infinitely divisible mul-tivariate negative binomial distributions , 1987 .

[9]  David Vere-Jones,et al.  A Generalization of Permanents and Determinants , 1988 .

[10]  The Equivalence of the Cox Process with Squared Radial Ornstein-Uhlenbeck Intensity and the Death Process in a Simple Population Model , 1993 .

[11]  Alexander I. Barvinok,et al.  Two Algorithmic Results for the Traveling Salesman Problem , 1996, Math. Oper. Res..

[12]  J. Møller,et al.  Log Gaussian Cox Processes , 1998 .

[13]  A. Soshnikov Determinantal random point fields , 2000, math/0002099.

[14]  Nathalie Eisenbaum On the infinite divisibility of squared Gaussian processes , 2003 .

[15]  T. Shirai,et al.  Random point fields associated with certain Fredholm determinants I: fermion, Poisson and boson point processes , 2003 .

[16]  Eric Vigoda,et al.  A polynomial-time approximation algorithm for the permanent of a matrix with nonnegative entries , 2004, JACM.

[17]  Y. Peres,et al.  Determinantal Processes and Independence , 2005, math/0503110.