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Decision Making in Complex Systems - The DeciMaS Agent-based Interdisciplinary Framework Approach (Paperback, 2012 ed.)
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Decision Making in Complex Systems - The DeciMaS Agent-based Interdisciplinary Framework Approach (Paperback, 2012 ed.)
Series: Intelligent Systems Reference Library, 30
Expected to ship within 10 - 15 working days
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The study of complex systems attracts the attention of many
researchers in diverse fields. Complex systems are characterized by
a high number of entities and a high degree of interactions. One of
the most important features is that they do not involve a central
organizing authority, but the various elements that make up the
systems are self-organized. Moreover, some complex systems possess
an emergency priority: climate change and sustainable development
research, studies of public health, ecosystem habitats,
epidemiology, and medicine, among others. Unfortunately, a great
number of today's overlapping approaches fail to meet the needs of
decision makers when managing complex domains. Indeed, the design
of complex systems often requires the integration of a number of
artificial intelligence tools and techniques. The problem can be
viewed in terms of goals, states, and actions, choosing the best
action to move the system toward its desired state or behavior.
This is why agent-based approaches are used to model complex
systems. The main objective of this book is to bring together
existing methods for decision support systems creation within a
coherent agent-based framework and to provide an interdisciplinary
and flexible methodology for modeling complex and systemic domains.
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