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Social Self-Organization - Agent-Based Simulations and Experiments to Study Emergent Social Behavior (Paperback, 2012 ed.)
Loot Price: R4,245
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Social Self-Organization - Agent-Based Simulations and Experiments to Study Emergent Social Behavior (Paperback, 2012 ed.)
Series: Understanding Complex Systems
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What are the principles that keep our society together? This
question is even more difficult to answer than the long-standing
question, what are the forces that keep our world together.
However, the social challenges of humanity in the 21st century
ranging from the financial crises to the impacts of globalization,
require us to make fast progress in our understanding of how
society works, and how our future can be managed in a resilient and
sustainable way. This book can present only a few very first steps
towards this ambitious goal. However, based on simple models of
social interactions, one can already gain some surprising insights
into the social, ``macro-level'' outcomes and dynamics that is
implied by individual, ``micro-level'' interactions. Depending on
the nature of these interactions, they may imply the spontaneous
formation of social conventions or the birth of social cooperation,
but also their sudden breakdown. This can end in deadly crowd
disasters or tragedies of the commons (such as financial crises or
environmental destruction). Furthermore, we demonstrate that
classical modeling approaches (such as representative agent models)
do not provide a sufficient understanding of the self-organization
in social systems resulting from individual interactions. The
consideration of randomness, spatial or network interdependencies,
and nonlinear feedback effects turns out to be crucial to get
fundamental insights into how social patterns and dynamics emerge.
Given the explanation of sometimes counter-intuitive phenomena
resulting from these features and their combination, our
evolutionary modeling approach appears to be powerful and
insightful. The chapters of this book range from a discussion of
the modeling strategy for socio-economic systems over experimental
issues up the right way of doing agent-based modeling. We
furthermore discuss applications ranging from pedestrian and crowd
dynamics over opinion formation, coordination, and cooperation up
to conflict, and also address the response to information, issues
of systemic risks in society and economics, and new approaches to
manage complexity in socio-economic systems. Selected parts of this
book had been previously published in peer reviewed journals.
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