BOOKS - NETWORK TECHNOLOGIES - Complex Networks Principles, Methods and Applications
Complex Networks Principles, Methods and Applications - Vito Latora 2017 PDF Cambridge University Press BOOKS NETWORK TECHNOLOGIES
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Complex Networks Principles, Methods and Applications
Author: Vito Latora
Year: 2017
Pages: 594
Format: PDF
File size: 23 MB
Language: ENG



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This book provides a comprehensive overview of the principles methods and applications of complex networks in all these domains exploring their commonalities and differences. Book Description: Complex Networks: Principles, Methods, and Applications Authors: [list the authors' names] Publication Date: [insert date] Pages: [insert number of pages] Publisher: [insert publisher name] Summary: Complex networks are an essential component of various systems in today's world, ranging from the human brain, computer communications, transport infrastructure, online social systems, and metabolic reactions to financial markets. This book offers a thorough overview of the principles, methods, and applications of complex networks across all these domains, examining their similarities and distinctions. It covers the historical development of network science, the fundamental concepts of network structure, and the most recent advances in network analysis techniques. The book also delves into the practical uses of complex networks in fields like biology, physics, computer science, and social sciences. The book begins with an introduction to the fundamentals of network science, including the history of its development, the definition of networks, and the different types of networks that exist. It then moves on to the core principles of network structure, such as connectivity, clustering coefficient, small-world phenomena, and network robustness. These ideas are then applied to real-world scenarios, demonstrating how they can be used to comprehend and analyze intricate systems.
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この本は、すべてのこれらの分野で複雑なネットワークを適用するための原則と方法の包括的な概要を提供します、彼らの共通の特徴と違いを研究。Complex Networks: Principle、 Methods、 and Applications Authors: [list author name] Pages: [insert page count] Pages: [insert page count] Publisher: [insert publisher name] Summary:複雑なネットワークは、人間の脳、コンピュータ・コミュニケーション、交通、インフラ、オンライン・インフラ、オンライン・ソーシャル・インフラ、金融、金融システム、金融システム、金融市場など、金融市場へのメカンパス、金融市場への代謝など様々な反応における様々な関係における様々なシステムの役割を担っている。この本では、これらのすべての領域における複雑なネットワークの原理、方法、および応用の詳細な概要を説明し、それらの類似性と相違点を探求しています。これは、ネットワーク科学の歴史的発展、ネットワーク構造の基本概念、およびネットワーク解析技術の最新の進歩をカバーしています。また、生物学、物理学、コンピュータサイエンス、社会科学などの分野における複雑なネットワークの実用化についても考察している。本書は、その発展の歴史、ネットワークの定義、存在するネットワークの様々な種類を含む、ネットワーク科学の基礎への紹介から始まります。次に、接続性、クラスタ係数、スモールワールド現象、ネットワークレジリエンスなど、ネットワーク構造の基本原則に移行します。これらのアイデアは現実のシナリオに適用され、複雑なシステムを理解し分析するためにどのように使用できるかを示します。

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