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Catastrophes and Unexpected Behavior Patterns in Complex Artificial Populations (Paperback, 1st ed. 2021)
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Catastrophes and Unexpected Behavior Patterns in Complex Artificial Populations (Paperback, 1st ed. 2021)
Series: Evolutionary Economics and Social Complexity Science, 27
Expected to ship within 10 - 15 working days
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A major objective of this monograph is to present an agent-based
simulation of artificial populations. The focus is on possible
unexpected or catastrophic events that may spontaneously appear in
simulations. A short recall of the tenets of the theory of
catastrophes is given. Several examples of artificial society
simulations are provided as the main topic of the book. With
agent-based modeling, possible catastrophes and unexpected events
in artificial populations are simulated. The book presents a new
modeling and simulation tool, applied to social system simulation.
The models are coded in the object- and agent-oriented language
Bluesss (Blues Simulation System), related to the C++ language. The
program code consists of a series of generic declarations of
processes. Each of them includes a number of events that are coded
in C++. At the runtime, a population of objects is generated. All
the objects (agents) start to execute their own events, and
interact with one another. During the simulations it is possible to
observe the macro-behavior of the population, where some unexpected
or "catastrophic" events occur. The examples include a stock market
crash, catastrophes in extended prey-predator systems, growing
organisms and cancer, epidemics, social inequality and economic
decay, mass-service systems, and more. Remarks on possible
simultaneous events are also included.
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