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Large deviations for random graphs : Ecole d'Ete de Probabilites de Saint-Flour XLV - 2015 / Sourav Chatterjee.

By: Material type: TextTextSeries: Lecture notes in mathematics ; 2197.Publication details: Cham : Springer, 2017.Description: ix, 167 pages : 24 cmISBN:
  • 9783319658155 (alk. paper)
Subject(s): DDC classification:
  • 511.5 23 Sa132
Contents:
1. Introduction.- 2. Preparation.- 3. Basics of graph limit theory.- 4. Large deviation preliminaries.- 5. Large deviations for dense random graphs.- 6. Applications of dense graph large deviations.- 7. Exponential random graph models.- 8. Large deviations for sparse graphs.
Summary: This book addresses the emerging body of literature on the study of rare events in random graphs and networks.
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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata 511.5 Sa132 (Browse shelf(Opens below)) Available 138235
Total holds: 0

Include index and bibliographical references and index.

1. Introduction.-
2. Preparation.-
3. Basics of graph limit theory.-
4. Large deviation preliminaries.-
5. Large deviations for dense random graphs.-
6. Applications of dense graph large deviations.-
7. Exponential random graph models.-
8. Large deviations for sparse graphs.

This book addresses the emerging body of literature on the study of rare events in random graphs and networks.

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