Format:
1 online resource (526 pages)
Edition:
1st ed.
ISBN:
9780470400784
Content:
T. G. Lewis is Professor of Computer Science at the Naval Postgraduate School, Monterey, CA. He has written over thirty books during the course of his extensive career. Dr. Lewis is the former vice president of development for Eastman Kodak.
Content:
Intro -- NETWORK SCIENCE -- CONTENTS -- Preface/Foreword -- 1 Origins -- 1.1 What Is Network Science? -- 1.2 A Brief History of Network Science -- 1.3 General Principles -- 2 Graphs -- 2.1 Set-Theoretic Definition of a Graph -- 2.2 Matrix Algebra Definition of a Graph -- 2.3 The Bridges of Königsberg Graph -- 2.4 Spectral Properties of Graphs -- 2.5 Types of Graphs -- 2.6 Topological Structure -- 2.7 Graphs in Software -- 2.8 Exercises -- 3 Regular Networks -- 3.1 Diameter, Centrality, and Average Path Length -- 3.2 Binary Tree Network -- 3.3 Toroidal Network -- 3.4 Hypercube Networks -- 3.5 Exercises -- 4 Random Networks -- 4.1 Generation of Random Networks -- 4.2 Degree Distribution of Random Networks -- 4.3 Entropy of Random Networks -- 4.4 Properties of Random Networks -- 4.5 Weak Ties in Random Networks -- 4.6 Randomization of Regular Networks -- 4.7 Analysis -- 4.8 Exercises -- 5 Small-World Networks -- 5.1 Generating a Small-World Network -- 5.2 Properties of Small-World Networks -- 5.3 Phase Transition -- 5.4 Navigating Small Worlds -- 5.5 Weak Ties in Small-World Networks -- 5.6 Analysis -- 5.7 Exercises -- 6 Scale-Free Networks -- 6.1 Generating a Scale-Free Network -- 6.2 Properties of Scale-Free Networks -- 6.3 Navigation in Scale-Free Networks -- 6.4 Analysis -- 6.5 Exercises -- 7 Emergence -- 7.1 What is Network Emergence? -- 7.2 Emergence in the Sciences -- 7.3 Genetic Evolution -- 7.4 Designer Networks -- 7.5 Permutation Network Emergence -- 7.6 An Application of Emergence -- 7.7 Exercises -- 8 Epidemics -- 8.1 Epidemic Models -- 8.2 Persistent Epidemics in Networks -- 8.3 Network Epidemic Simulation Software -- 8.4 Countermeasures -- 8.5 Exercises -- 9 Synchrony -- 9.1 To Sync or Not to Sync -- 9.2 A Cricket Social Network -- 9.3 Kirchhoff Networks -- 9.4 Pointville Electric Power Grid -- 9.5 Exercises -- 10 Influence Networks.
Note:
Description based on publisher supplied metadata and other sources
Additional Edition:
9780470331880
Additional Edition:
Erscheint auch als Druck-Ausgabe Lewis, Theodore Gyle Network science Hoboken, NJ : Wiley, 2009 0470331887
Additional Edition:
9780470331880
Language:
English
Subjects:
Computer Science
Keywords:
Netzplanung
;
Netzwerktheorie
URL:
Volltext
(lizenzpflichtig)
Bookmarklink
