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Titlebook: Superconcentration and Related Topics; Sourav Chatterjee Book 2014 Springer International Publishing Switzerland 2014 60E15, 60K35, 60G15,

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书目名称Superconcentration and Related Topics
编辑Sourav Chatterjee
视频video
概述First book devoted to the topic of super concentration, chaos and multiple valleys.Presents a wide array of examples on the subject.Integrates new concepts and gives a systematic account of the histor
丛书名称Springer Monographs in Mathematics
图书封面Titlebook: Superconcentration and Related Topics;  Sourav Chatterjee Book 2014 Springer International Publishing Switzerland 2014 60E15, 60K35, 60G15,
描述.A certain curious feature of random objects, introduced by the author as “super concentration,” and two related topics, “chaos” and “multiple valleys,” are highlighted in this book. Although super concentration has established itself as a recognized feature in a number of areas of probability theory in the last twenty years (under a variety of names), the author was the first to discover and explore its connections with chaos and multiple valleys. He achieves a substantial degree of simplification and clarity in the presentation of these findings by using the spectral approach..Understanding the fluctuations of random objects is one of the major goals of probability theory and a whole subfield of probability and analysis, called concentration of measure, is devoted to understanding these fluctuations. This subfield offers a range of tools for computing upper bounds on the orders of fluctuations of very complicated random variables. Usually, concentration of measure is useful when more direct problem-specific approaches fail; as a result, it has massively gained acceptance over the last forty years. And yet, there is a large class of problems in which classical concentration of mea
出版日期Book 2014
关键词60E15, 60K35, 60G15, 82B44, 60G60, 60G70; Gaussian field; chaos; concentration of measure; disordered sy
版次1
doihttps://doi.org/10.1007/978-3-319-03886-5
isbn_softcover978-3-319-35228-2
isbn_ebook978-3-319-03886-5Series ISSN 1439-7382 Series E-ISSN 2196-9922
issn_series 1439-7382
copyrightSpringer International Publishing Switzerland 2014
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发表于 2025-3-21 22:13:34 | 显示全部楼层
1439-7382 es new concepts and gives a systematic account of the histor.A certain curious feature of random objects, introduced by the author as “super concentration,” and two related topics, “chaos” and “multiple valleys,” are highlighted in this book. Although super concentration has established itself as a
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Introduction,s. The examples are drawn from first-passage percolation, random polymers and the Sherrington-Kirkpatrick model of spin glasses. The concept of asymptotic essential uniqueness, introduced by David Aldous, is briefly discussed.
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,Talagrand’s Method for Proving Superconcentration,ilds on a key insight of Kahn, Kalai and Linial. One of the new results proved here says that Talagrand’s method is “necessary and sufficient” for proving superconcentration of monotone functions. The application of Talagrand’s method to first-passage percolation, involving an original idea of Benja
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1439-7382 when more direct problem-specific approaches fail; as a result, it has massively gained acceptance over the last forty years. And yet, there is a large class of problems in which classical concentration of mea978-3-319-35228-2978-3-319-03886-5Series ISSN 1439-7382 Series E-ISSN 2196-9922
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