عرض عادي

Epidemics and rumours in complex networks / Moez Draief, Laurent Massoulié.

بواسطة:المساهم (المساهمين):نوع المادة : نصنصالسلاسل:London Mathematical Society lecture note series ; 369.الناشر:Cambridge ; New York : Cambridge University Press, 2010وصف:vi, 123 pages : illustrations ; 23 cmنوع المحتوى:
  • text
نوع الوسائط:
  • unmediated
نوع الناقل:
  • volume
تدمك:
  • 9780521734431
  • 0521734436
عنوان آخر:
  • Epidemics and rumors in complex networks
الموضوع:تصنيف مكتبة الكونجرس:
  • QA76.9.A25 D78 2010
المحتويات:
Galton-Watson branching processes -- Reed-Frost epidemics and Erdős-Rényi random graphs -- Connectivity and Poisson approximation -- Diameter of Erdős-Rényi graphs -- From microscopic to macroscopic dynamics -- The small-world phenomenon -- Power laws via preferential attachment -- Epidemics on general graphs -- Viral marketing and optimised epidemics.
ملخص:This book is a concise introduction for applied mathematicians and computer scientists to basic models, analytical tools and mathematical and algorithmic results. Mathematical tools introduced include coupling methods, Poisson approximation (the Stein-Chen method), concentration inequalities (Chernoff bounds and Azuma-Hoeffding inequality) and branching processes. The authors examine the small-world phenomenon, preferential attachment, as well as classical epidemics. --from publisher description.
المقتنيات
نوع المادة المكتبة الحالية رقم الطلب رقم النسخة حالة تاريخ الإستحقاق الباركود
كتاب كتاب UAE Federation Library | مكتبة اتحاد الإمارات General Collection | المجموعات العامة QA76.9.A25 D78 2010 (إستعراض الرف(يفتح أدناه)) C.1 Library Use Only | داخل المكتبة فقط 30020000010812

Includes bibliographical references and index.

Galton-Watson branching processes -- Reed-Frost epidemics and Erdős-Rényi random graphs -- Connectivity and Poisson approximation -- Diameter of Erdős-Rényi graphs -- From microscopic to macroscopic dynamics -- The small-world phenomenon -- Power laws via preferential attachment -- Epidemics on general graphs -- Viral marketing and optimised epidemics.

This book is a concise introduction for applied mathematicians and computer scientists to basic models, analytical tools and mathematical and algorithmic results. Mathematical tools introduced include coupling methods, Poisson approximation (the Stein-Chen method), concentration inequalities (Chernoff bounds and Azuma-Hoeffding inequality) and branching processes. The authors examine the small-world phenomenon, preferential attachment, as well as classical epidemics. --from publisher description.

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