The Oxford Handbook of Random Matrix Theory (Hardcover)
Gernot Akemann, Jinho Baik, Philippe Di Francesco
- 出版商: Oxford University
- 出版日期: 2011-09-25
- 售價: $2,680
- 貴賓價: 9.8 折 $2,626
- 語言: 英文
- 頁數: 960
- 裝訂: Hardcover
- ISBN: 0199574006
- ISBN-13: 9780199574001
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相關分類:
離散數學 Discrete-mathematics
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商品描述
<內容簡介>
。Foreword by Freeman Dyson
All main theoretical aspects and current applications of random matrices are covered
。Complementing views of leaders in the fields of mathematics and physics
。Applications in all branches of physics are covered, as well as in mathematics, biology and engineering
。Includes most important and up to date references
。Provides a guide for newcomers to the field
。Introduces those already familiar with random matrix theory with new areas of research
With a foreword by Freeman Dyson, the handbook brings together leading mathematicians and physicists to offer a comprehensive overview of random matrix theory, including a guide to new developments and the diverse range of applications of this approach.
In part one, all modern and classical techniques of solving random matrix models are explored, including orthogonal polynomials, exact replicas or supersymmetry. Further, all main extensions of the classical Gaussian ensembles of Wigner and Dyson are introduced including sparse, heavy tailed, non-Hermitian or multi-matrix models. In the second and larger part, all major applications are covered, in disciplines ranging from physics and mathematics to biology and engineering. This includes standard fields such as number theory, quantum chaos or quantum chromodynamics, as well as recent developments such as partitions, growth models, knot theory, wireless communication or bio-polymer folding.
The handbook is suitable both for introducing novices to this area of research and as a main source of reference for active researchers in mathematics, physics and engineering.
Table Of Contents
Freeman Dyson: Forward
I Introduction
1: Gernot Akenmann, Jinho Baik & Philippe Di Francesco: Guide to the Handbook
2: Oriol Bohigas & Hans Weidenmu"ller: History
II Properties of Random Matrix Theory
3: Martin Zirnbauer: Symmetry Classes
4: Greg W. Anderson: Spectral Statisitics of Unitary Emsembles
5: Mark Adler: Spectral Statistics of Orthogonal and Symplectic Ensembles
6: Arno Kuijlaars: Universality
7: Thomas Guhr: Supersymmetry
8: Eugene Kanzieper: Replica Approach
9: Alexander Its: Painleve' Transcendents
10: Pierre van Moerbeke: Random Matrices and Integrable Systems
11: Alexei Borodin: Determinantal Point Processes
12: Vladimir Kravtsov: Random Matrix Representations of Critical Statistics
13: Zdzislaw Burda & Jerzy Jurkiewicz: Heavy-Tailed Random Matrices
14: Giovanni Cicuta & Luca Molinari: Phase Transitions
15: Marco Bertola: Two-Matrix Models and Biorthogonal Polynomials
16: Nicolas Orantin: Loop Equation Method
17: Alexei Morozov: Unitary Integrals and Related Matrix Models
18: Boris Khoruzhenko & Hans-Ju"rgen Sommers: Non-Hermitian Ensembles
19: Edouard Bre'zin & Sinobu Hikami: Characteristic Polynomials
20: Peter Forrester: Beta Ensembles
21: Ge'rard Ben Arous & Guionnet: Wigner Matrices
22: Roland Speicher: Free Probability Theory
23: Thomas Spencer: Random Banded and Sparse Matrices
III Applications of Random Matrix Theory
24: Jon Keating & Nina Snaith: Number Theory
25: Grigori Olshanski: Random Permutations
26: Jeremie Bouttier: Enumeration of Maps
27: Poul Zinn-Justin & Jean-Bernard Zuber: Knot Theory
28: Noureddine El Karoui: Multivariate Statistics
29: Leonid Chekhov: Algrebraic Geometry
30: Ian Kostov: Two-Dimensional Quantum Gravity
31: Marcos Marin~o: String Theory
32: Jac Verbaarschot: Quantum Chromodynamics
33: Sebastian Mu"ller & Martin Sieber: Quantum Chaos and Quantum Graphs
34: Yan Fyodorov & Dmitry Savin: Resonance Scattering in Chaotic Systems
35: Carlo W. J. Beenakker: Condensed Matter Physics
36: Carlo W. J. Beenakker: Optics
37: Satya N. Majumdar: Extreme Eigenvalues of Wishart Matrices and Entangled Bipartite System
38: Patrik L. Ferrari & Herbert Spohn: Random Growth Models
39: Anton Zabrodin: Laplacian Growth
40: Jean-Phillipe Bouchard & Marc Potters: Financial Applications
41: Antonia Tulino & Sergio Verdu': Information Theory
42: Graziano Vernizzi & Henri Orland: Ribonucleic Acid Folding
43: Geoff Rodgers & Taro Nagao: Complex Networks
