Multiplex Networks: Basic Formalism and Structural Properties (SpringerBriefs in Complexity)
暫譯: 多重網絡：基本形式與結構特性 (SpringerBriefs in Complexity)
Emanuele Cozzo
- 出版商: Springer
- 出版日期: 2018-07-09
- 售價: $2,800
- 貴賓價: 9.5 折 $2,660
- 語言: 英文
- 頁數: 132
- 裝訂: Paperback
- ISBN: 3319922548
- ISBN-13: 9783319922546
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商品描述
This book provides the basis of a formal language and explores its possibilities in the characterization of multiplex networks. Armed with the formalism developed, the authors define structural metrics for multiplex networks. A methodology to generalize monoplex structural metrics to multiplex networks is also presented so that the reader will be able to generalize other metrics of interest in a systematic way. Therefore, this book will serve as a guide for the theoretical development of new multiplex metrics.
Furthermore, this Brief describes the spectral properties of these networks in relation to concepts from algebraic graph theory and the theory of matrix polynomials. The text is rounded off by analyzing the different structural transitions present in multiplex systems as well as by a brief overview of some representative dynamical processes.
Multiplex Networks will appeal to students, researchers, and professionals within the fields of network science, graph theory, and data science.
商品描述(中文翻譯)
本書提供了形式語言的基礎，並探討其在多重網路特徵化中的可能性。作者利用所發展的形式主義，定義了多重網路的結構度量。還提出了一種將單重結構度量推廣到多重網路的方法，使讀者能夠以系統化的方式推廣其他感興趣的度量。因此，本書將作為新多重度量理論發展的指導。
此外，本書簡要描述了這些網路的光譜性質，並與代數圖論和矩陣多項式理論中的概念相關聯。文本還分析了多重系統中存在的不同結構轉變，以及對一些代表性動態過程的簡要概述。
《Multiplex Networks》將吸引網路科學、圖論和數據科學領域的學生、研究人員和專業人士。
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