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Combinatorics and complexity of part...

Barvinok, Alexander.

Combinatorics and complexity of partition functions

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Combinatorics and complexity of partition functionsby Alexander Barvinok.
作者:	Barvinok, Alexander.
出版者:	Cham :Springer International Publishing :2016.
面頁冊數:	vi, 303 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Combinatorial analysis.
電子資源:	http://dx.doi.org/10.1007/978-3-319-51829-9
ISBN:	9783319518299$q(electronic bk.)

Combinatorics and complexity of partition functions
Barvinok, Alexander.

Combinatorics and complexity of partition functions[electronic resource] /by Alexander Barvinok. - Cham :Springer International Publishing :2016. - vi, 303 p. :ill., digital ;24 cm. - Algorithms and combinatorics,v.300937-5511 ;. - Algorithms and combinatorics ;v.21..

Chapter I. Introduction -- Chapter II. Preliminaries -- Chapter III. Permanents -- Chapter IV. Hafnians and Multidimensional Permanents -- Chapter V. The Matching Polynomial -- Chapter VI. The Independence Polynomial -- Chapter VII. The Graph Homomorphism Partition Function -- Chapter VIII. Partition Functions of Integer Flows -- References -- Index.

Partition functions arise in combinatorics and related problems of statistical physics as they encode in a succinct way the combinatorial structure of complicated systems. The main focus of the book is on efficient ways to compute (approximate) various partition functions, such as permanents, hafnians and their higher-dimensional versions, graph and hypergraph matching polynomials, the independence polynomial of a graph and partition functions enumerating 0-1 and integer points in polyhedra, which allows one to make algorithmic advances in otherwise intractable problems. The book unifies various, often quite recent, results scattered in the literature, concentrating on the three main approaches: scaling, interpolation and correlation decay. The prerequisites include moderate amounts of real and complex analysis and linear algebra, making the book accessible to advanced math and physics undergraduates.

ISBN: 9783319518299$q(electronic bk.)

Standard No.: 10.1007/978-3-319-51829-9doiSubjects--Topical Terms:

182280
Combinatorial analysis.

LC Class. No.: QA165 / .B37 2016

Dewey Class. No.: 512.73

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520 $a Partition functions arise in combinatorics and related problems of statistical physics as they encode in a succinct way the combinatorial structure of complicated systems. The main focus of the book is on efficient ways to compute (approximate) various partition functions, such as permanents, hafnians and their higher-dimensional versions, graph and hypergraph matching polynomials, the independence polynomial of a graph and partition functions enumerating 0-1 and integer points in polyhedra, which allows one to make algorithmic advances in otherwise intractable problems. The book unifies various, often quite recent, results scattered in the literature, concentrating on the three main approaches: scaling, interpolation and correlation decay. The prerequisites include moderate amounts of real and complex analysis and linear algebra, making the book accessible to advanced math and physics undergraduates.
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