Introduction to Random Matrices

£59.99

Introduction to Random Matrices

Theory and Practice

Cybernetics and systems theory Probability and statistics Stochastics Mathematical physics

Authors: Giacomo Livan, Marcel Novaes, Pierpaolo Vivo

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Collection: SpringerBriefs in Mathematical Physics

Language: English

Published by: Springer

Published on: 16th January 2018

Format: LCP-protected ePub

Size: 1 Mb

ISBN: 9783319708850


Modern developments of Random Matrix Theory

as well as pedagogical approaches to the standard core of the discipline are surprisingly hard to find in a well-organized, readable and user-friendly fashion. This slim and agile book, written in a pedagogical and hands-on style, without sacrificing formal rigor fills this gap. It brings Ph.D. students in Physics, as well as more senior practitioners, through the standard tools and results on random matrices, with an eye on most recent developments that are not usually covered in introductory texts. The focus is mainly on random matrices with real spectrum.

The main guiding threads throughout the book

The main guiding threads throughout the book are the Gaussian Ensembles. In particular, Wigner’s semicircle law is derived multiple times to illustrate several techniques (e.g., Coulomb gas approach, replica theory).

Chapters and numerical tools

Most chapters are accompanied by Matlab codes (stored in an online repository) to guide readers through the numerical check of most analytical results.

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