Dynamics of Networks: Theory and Applications (Hardcover)
暫譯: 網絡動力學:理論與應用(精裝版)

Ernesto Estrada

  • 出版商: Chapman and Hall/CRC
  • 出版日期: 2016-01-15
  • 售價: $2,870
  • 貴賓價: 9.5$2,727
  • 語言: 英文
  • 頁數: 500
  • 裝訂: Hardcover
  • ISBN: 1466593903
  • ISBN-13: 9781466593909
  • 海外代購書籍(需單獨結帳)

商品描述

This multidisciplinary, self-contained reference deals with dynamical processes in networked systems. After introducing the basic concepts and definitions of dynamical systems, the author establishes the algebraic background needed to understand dynamical processes on networks. He then examines models of dynamical processes on networks, the analysis of consensus models, the analysis of synchronization in real networked systems, the replicator-mutator model in networked systems, epidemic models, and social network models. The book also discusses the necessity of extending current models to include nonrandom long-range interactions.

商品描述(中文翻譯)

這本多學科、自成一體的參考書探討了網絡系統中的動態過程。在介紹動態系統的基本概念和定義後,作者建立了理解網絡上動態過程所需的代數背景。接著,他檢視了網絡上動態過程的模型、共識模型的分析、實際網絡系統中同步的分析、網絡系統中的複製者-突變者模型、流行病模型以及社交網絡模型。書中還討論了擴展當前模型以納入非隨機長程互動的必要性。