Networks, 2/e (Hardcover)
暫譯: 網路學, 第二版 (精裝本)

Mark Newman

  • 出版商: Oxford University
  • 出版日期: 2018-09-19
  • 售價: $4,170
  • 貴賓價: 9.5$3,962
  • 語言: 英文
  • 頁數: 800
  • 裝訂: Hardcover
  • ISBN: 0198805098
  • ISBN-13: 9780198805090
  • 無法訂購

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商品描述

The study of networks, including computer networks, social networks, and biological networks, has attracted enormous interest in the last few years. The rise of the Internet and the wide availability of inexpensive computers have made it possible to gather and analyze network data on an unprecedented scale, and the development of new theoretical tools has allowed us to extract knowledge from networks of many different kinds. The study of networks is broadly interdisciplinary and central developments have occurred in many fields, including mathematics, physics, computer and information sciences, biology, and the social sciences. This book brings together the most important breakthroughs in each of these fields and presents them in a coherent fashion, highlighting the strong interconnections between work in different areas.

Topics covered include the measurement of networks; methods for analyzing network data, including methods developed in physics, statistics, and sociology; fundamentals of graph theory; computer algorithms; mathematical models of networks, including random graph models and generative models; and theories of dynamical processes taking place on networks.

商品描述(中文翻譯)

網路的研究,包括計算機網路、社交網路和生物網路,在過去幾年中引起了極大的興趣。隨著互聯網的興起和廉價計算機的廣泛可用性,使得在前所未有的規模上收集和分析網路數據成為可能,而新理論工具的發展則使我們能夠從各種不同類型的網路中提取知識。網路的研究廣泛跨學科,並且在數學、物理學、計算機與資訊科學、生物學以及社會科學等許多領域中發生了重要的發展。本書匯集了這些領域中最重要的突破,並以連貫的方式呈現,突顯了不同領域之間工作的強大相互聯繫。

涵蓋的主題包括網路的測量;分析網路數據的方法,包括在物理學、統計學和社會學中發展的方法;圖論的基本原理;計算機算法;網路的數學模型,包括隨機圖模型和生成模型;以及在網路上發生的動態過程理論。