Introduction to the Modeling and Analysis of Complex Systems

Abstract

Chapter 1 Introduction. Chapter 2 Fundamentals of Modeling. Chapter 3 Basics of Dynamical Systems. Chapter 4 Discrete-Time Models I: Modeling. Chapter 5 Discrete-Time Models II: Analysis. Chapter 6 Continuous-Time Models I: Modeling. Chapter 7 Continuous-Time Models II: Analysis. Chapter 8 Bifurcations. Chapter 9 Chaos. Chapter 10 Interactive Simulation of Complex Systems. Chapter 11 Cellular Automata I: Modeling. Chapter 12 Cellular Automata II: Analysis. Chapter 13 Continuous Field Models I: Modeling. Chapter 14 Continuous Field Models II: Analysis. Chapter 15 Basics of Networks. Chapter 16 Dynamical Networks I: Modeling. Chapter 17 Dynamical Networks II: Analysis of Network Topologies. Chapter 18 Dynamical Networks III: Analysis of Network Dynamics. Chapter 19 Agent-Based Models.