LOGARITHMIC COMBINATORIAL STRUCTURES
Subtitle: a probabilistic approach
Publisher: EUROPEAN MATHEMATICAL SOC.
Place of publication: [Place of publication not identified]
Language: eng
ISBN-13: 9783037195000
Subjects: Probability & statistics; Algebra; Number theory; Probability theory and stochastic processes; Field theory and polynomials; Asymptotic distribution (Probability theory); Combinatorial probabilities; Stochastic processes; Asymptotic expansions
Description: The elements of many classical combinatorial structures can be naturally decomposed into components. Permutations can be decomposed into cycles, polynomials over a finite field into irreducible factors, mappings into connected components. In all of these examples, and in many more, there are strong similarities between the numbers of components of different sizes that are found in the decompositions of `typical' elements of large size. For instance, the total number of components grows logarithmically with the size of the element, and the size of the largest component is an appreciable fraction of the whole. This book explains the similarities in asymptotic behaviour as the result of two basic properties shared by the structures: the conditioning relation and the logarithmic condition. The discussion is conducted in the language of probability, enabling the theory to be developed under rather general and explicit conditions; for the finer conclusions, Stein's method emerges as the key ingredient. The book is thus of particular interest to graduate students and researchers in both combinatorics and probability theory.