Advanced & Applied Topics · Network Analysis & Graph Theory

Network and graph analysis: Structural models of complex networks · Advanced reference manual

Public introduction · full guide in Eikos

Introduction

What this guide covers

Introduction Structural Models of Complex Networks

Overview

Topics covered

  • Introduction
  • Structural Models of Complex Networks
  • The Science of Complex Networks and its Scientific Context
  • Mathematical Representation and Algebra of Graphs
  • Incidence and Transition Matrices
  • Centrality and Local Cohesion Metrics

Related concepts

Main connections

  • Linear algebra & matrices
  • Calculus & differentiation
  • Poisson distribution
  • Maximum likelihood estimation
  • Mean & expected value
  • Binomial distribution

Compatible notation

Mathematical sample in LaTeX

The expression is rendered accessibly, with its LaTeX source preserved below.

Aij={1if existe a enlace entre viAndvj0Otherwise
View LaTeX sourceA_{ij} = \begin{cases} 1 & \text{if existe a enlace entre } v_i \text{And} v_j \\ 0 & \text{Otherwise} \end{cases}