Complex Systems and Agent Based Models: Revealing Mechanisms Underlying Emergent Phenomena - Tapa blanda

Sysi-Aho, Marko

 
9783639092776: Complex Systems and Agent Based Models: Revealing Mechanisms Underlying Emergent Phenomena
Tapa blanda
ISBN 10: 3639092775 ISBN 13: 9783639092776
Editorial: VDM Verlag Dr. Müller, 2008

Sinopsis

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.

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Reseña del editor

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.

Biografía del autor

Understanding the behaviour of complex systems is a central problem in several fields of contemporary research. This book introduces agent based modelling approaches for describing and analysing such systems.

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Editorial
VDM Verlag Dr. Müller
Año de publicación
2008
Idioma
Inglés
ISBN 10 
3639092775
ISBN 13 
9783639092776
Encuadernación
Tapa blanda
Número de páginas
88
Contacto del fabricante
no disponible
Persona responsable
no disponible