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Simulating Social Complexity - A Handbook (Hardcover, 2nd ed. 2017)
Loot Price: R9,804
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Simulating Social Complexity - A Handbook (Hardcover, 2nd ed. 2017)
Series: Understanding Complex Systems
Expected to ship within 12 - 17 working days
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This volume examines all aspects of using agent or individual-based
simulation. This approach represents systems as individual elements
having their own set of differing states and internal processes.
The interactions between elements in the simulation represent
interactions in the target systems. What makes this "social" is
that it can represent an observed society. Social systems include
all those systems where the components have individual agency but
also interact with each other. This includes human societies and
groups, but also increasingly socio-technical systems where the
internet-based devices form the substrate for interaction. These
systems are central to our lives, but are among the most complex
known. This poses particular problems for those who wish to
understand them. The complexity often makes analytic approaches
infeasible but, on the other hand, natural language approaches are
also inadequate for relating intricate cause and effect. This is
why individual and agent-based computational approaches hold out
the possibility of new and deeper understanding of such systems.
This handbook marks the maturation of this new field. It brings
together summaries of the best thinking and practices in this area
from leading researchers in the field and constitutes a reference
point for standards against which future methodological advances
can be judged. This second edition adds new chapters on different
modelling purposes and applying software engineering methods to
simulation development. Revised existing content will keep the book
up-to-date with recent developments. This volume will help those
new to the field avoid "reinventing the wheel" each time, and give
them a solid and wide grounding in the essential issues. It will
also help those already in the field by providing accessible
overviews of current thought. The material is divided into four
sections: Introduction, Methodology, Mechanisms, and Applications.
Each chapter starts with a very brief section called 'Why read this
chapter?' followed by an abstract, which summarizes the content of
the chapter. Each chapter also ends with a section on 'Further
Reading'. Whilst sometimes covering technical aspects, this second
edition of Simulating Social Complexity is designed to be
accessible to a wide range of researchers, including both those
from the social sciences as well as those with a more formal
background. It will be of use as a standard reference text in the
field and also be suitable for graduate level courses.
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