Mean Field Models for Spin Glasses: Volume II: Advanced Replica-Symmetry and Low Temperature
暫譯: 自旋玻璃的均場模型:第二卷:進階複製對稱與低溫

Talagrand, Michel

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商品描述

This is a new, completely revised, updated and enlarged edition of the author's Ergebnisse vol. 46: Spin Glasses: A Challenge for Mathematicians in two volumes (this is the 2nd volume). In the eighties, a group of theoretical physicists introduced several models for certain disordered systems, called spin glasses. These models are simple and rather canonical random structures, of considerable interest for several branches of science (statistical physics, neural networks and computer science). The physicists studied them by non-rigorous methods and predicted spectacular behaviors. This book introduces in a rigorous manner this exciting new area to the mathematically minded reader. It requires no knowledge whatsoever of any physics. The present Volume II contains a considerable amount of new material, in particular all the fundamental low-temperature results obtained after the publication of the first edition.

商品描述(中文翻譯)

這是作者的《結果》第46卷《自旋玻璃:數學家的挑戰》全新、完全修訂、更新及擴充的版本(這是第二卷)。在八十年代,一群理論物理學家為某些無序系統引入了幾個模型,稱為自旋玻璃。這些模型是簡單且相當典型的隨機結構,對於幾個科學領域(統計物理、神經網絡和計算機科學)具有相當大的興趣。物理學家們通過非嚴謹的方法研究這些模型,並預測了驚人的行為。本書以嚴謹的方式向數學思維的讀者介紹這個令人興奮的新領域,並不需要任何物理學的知識。本卷包含大量新材料,特別是自第一版出版後獲得的所有基本低溫結果。