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Complex Systems and Agent Based Models

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05 November 2008
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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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    Product Details
    ISBN-13
    9783639092776
    Author
    Marko Sysi-Aho
    Publisher
    KS OmniScriptum Publishing
    Published
    05 November 2008
    Format
    Paperback / softback

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    RRP: $64.03
    $62.75
    Ships in 3-5 business days

    Delivery estimate

    Hurry up! Current stock:

    Complex Systems and Agent Based Models

    RRP: $64.03
    $62.75

    Description

    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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