Self-organizing Coalitions for Managing Complexity Agent-based Simulation of Evolutionary Game Theory Models using Dynamic Social Networks for Interdisciplinary Applications /

• Main Author: Burguillo, Juan C. (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: Emergence, Complexity and Computation, 29
• Subjects: Computational complexity.; Computational intelligence.; Operations research.; Decision making.; Physics.; Complexity.; Computational Intelligence.; Operations Research/Decision Theory.; Applications of Graph Theory and Complex Networks.

This book provides an interdisciplinary approach to complexity, combining ideas from areas like complex networks, cellular automata, multi-agent systems, self-organization and game theory. The first part of the book provides an extensive introduction to these areas, while the second explores a range...

Table of Contents:

• Introduction.- Complex Systems
• Complex Networks.- Cellular Automata.- Multi-agent Systems
• Self-Organization.- Game Theory.- Optimization Models with Coalitional Cellular Automata
• Time Series Prediction using Coalitions and Self-Organizing Maps.