This book deals with the general field of complex adaptive systems, especially the identification of generic mechanism underlying emergent phenomena. Although the context of this work is game theory, it brings in a new focus and dynamical perspective on line with the most recent concepts and directions of interdisciplinar research shaping the new field of agent-based models. The book gives a wide introduction to the minority games. A particularly interesting specific topic is the introduction of genetic algorithms in the adaptation of strategies in the minority game. This leads to unexpected results and opens the way for the generalized use of generic algorithms in adaptive game theory. A second interesting topic is the assessment of the role of different local mechanisms of interactions in the emergence of cooperative behavior in spatial games. The book gives broad perspective on the subject and identifies the open questions, their interest and the possible alternatives to address them. It is also supported by numerous refereed publications of high international standards.
This book deals with the general field of complex adaptive systems, especially the identification of generic mechanism underlying emergent phenomena. Although the context of this work is game theory, it brings in a new focus and dynamical perspective on line with the most recent concepts and directions of interdisciplinar research shaping the new field of agent-based models. The book gives a wide introduction to the minority games. A particularly interesting specific topic is the introduction of genetic algorithms in the adaptation of strategies in the minority game. This leads to unexpected results and opens the way for the generalized use of generic algorithms in adaptive game theory. A second interesting topic is the assessment of the role of different local mechanisms of interactions in the emergence of cooperative behavior in spatial games. The book gives broad perspective on the subject and identifies the open questions, their interest and the possible alternatives to address them. It is also supported by numerous refereed publications of high international standards.
In agent-based modeling the focus is very much on agent-based simulation, as simulation is a very important tool for agent-based modeling. We also use agent-based simulation in this book with a...
This unique book brings together a comprehensive set of papers on the background, theory, technical issues and applications of agent-based modelling (ABM) within geographical systems. This collection...
This is the era of Big Data and computational social science. It is an era that requires tools which can do more than visualise data but also model the complex relation between data and human action,...
Decision makers in large scale interconnected network systems require simulation models for decision support. The behaviour of these systems is determined by many actors, situated in a dynamic,...
Agent-based modeling/simulation is an emergent approach to the analysis of social and economic systems. It provides a bottom-up experimental method to be applied to social sciences such as economics,...
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