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

✍ Scribed by Juan C. Burguillo (auth.)

Publisher: Springer International Publishing
Year: 2018
Tongue: English
Leaves: 348
Series: Emergence, Complexity and Computation 29
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

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 of research scenarios. Lastly, the book presents CellNet, a software framework that offers a hands-on approach to the scenarios described throughout the book.

In light of the introductory chapters, the research chapters, and the CellNet simulating framework, this book can be used to teach undergraduate and master’s students in disciplines like artificial intelligence, computer science, applied mathematics, economics and engineering. Moreover, the book will be particularly interesting for Ph.D. and postdoctoral researchers seeking a general perspective on how to design and create their own models.

✦ Table of Contents

Front Matter ....Pages i-xvi
Introduction (Juan C. Burguillo)....Pages 1-7
Front Matter ....Pages 9-9
Complex Systems (Ivan Zelinka, Juan C. Burguillo)....Pages 11-34
Complex Networks (Juan C. Burguillo)....Pages 35-56
Cellular Automata (Juan C. Burguillo)....Pages 57-67
Multi-agent Systems (Juan C. Burguillo)....Pages 69-87
Self-organization (Juan C. Burguillo)....Pages 89-100
Game Theory (Juan C. Burguillo)....Pages 101-135
Front Matter ....Pages 137-137
Optimization Models with Coalitional Cellular Automata (Juan C. Burguillo, Bernabé Dorronsoro)....Pages 139-169
Time Series Prediction Using Coalitions and Self-organizing Maps (Juan C. Burguillo, Juan García-Rois)....Pages 171-205
Coalitions of Electric Vehicles in Smart Grids (Gabriel de O Ramos, Juan C. Burguillo, Ana L. C. Bazzan)....Pages 207-263
Front Matter ....Pages 265-265
Ownership and Trade in Complex Networks (Juan C. Burguillo)....Pages 267-292
Promoting Indirect Reciprocity Using Coalitions (Juan C. Burguillo, Ana Peleteiro)....Pages 293-321
A Coalitional Game of Life (Juan C. Burguillo)....Pages 323-338
Back Matter ....Pages 339-343

✦ Subjects

Complexity

📜 SIMILAR VOLUMES

Self-organizing Coalitions for Managing

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

✍ Burguillo, Juan C 📂 Library 📅 2018 🏛 Springer International Publishing : Imprint : Spri 🌐 English

Self-organizing Coalitions for Managing

📁 Self-organizing Coalitions for Managing Complexity

✍ Juan C. Burguillo 📂 Library 🏛 Springer International Publishing 🌐 English

Cognitive Agent-based Computing-I: A Uni

📁 Cognitive Agent-based Computing-I: A Unified Framework for Modeling Complex Adaptive Systems using Agent-based & Complex Network-based Methods

✍ Muaz A Niazi, Amir Hussain (auth.) 📂 Library 📅 2013 🏛 Springer Netherlands 🌐 English

<p>Complex Systems are made up of numerous interacting sub-components. Non-linear interactions of these components or agents give rise to emergent behavior observable at the global scale. Agent-based modeling and simulation is a proven paradigm which has previously been used for effective computatio

Joining Complexity Science and Social Si

📁 Joining Complexity Science and Social Simulation for Innovation Policy : Agent-based Modelling using the SKIN Platform

✍ Petra Ahrweiler; Nigel Gilbert; Andreas Pyka 📂 Library 📅 2016 🏛 Cambridge Scholars Publishing 🌐 English

This book explores how complexity science and social simulation can be used to improve and inform policy-making in both research and innovation. Beginning with an introduction to conceptual definitions of complexity science and social simulation, the book demonstrates the validity of the underlying

Agent-Based Modeling for Archaeology: Si

📁 Agent-Based Modeling for Archaeology: Simulating the Complexity of Societies

✍ Iza Romanowska, Colin D. Wren, Stefani A. Crabtree 📂 Library 📅 2021 🏛 Santa Fe Institute Press 🌐 English

<p><span>To fully understand not only the past, but also the trajectories, of human societies, we need a more dynamic view of human social systems. Agent-based modeling (ABM), which can create fine-scale models of behavior over time and space, may reveal important, general patterns of human activity

Agent-Based Evolutionary Game Dynamics

📁 Agent-Based Evolutionary Game Dynamics

✍ Luis R. Izquierdo, Segismundo S. Izquierdo, & William H. Sandholm 📂 Library 🏛 University of Wisconsin - Madison, LibreTexts 🌐 English