Catastrophes and Unexpected Behavior Patterns in Complex Artificial Populations

Catastrophes and Unexpected Behavior Patterns in Complex Artificial Populations
Author :
Publisher : Springer Nature
Total Pages : 190
Release :
ISBN-10 : 9789811625749
ISBN-13 : 9811625743
Rating : 4/5 (49 Downloads)

Book Synopsis Catastrophes and Unexpected Behavior Patterns in Complex Artificial Populations by : Stanislaw Raczynski

Download or read book Catastrophes and Unexpected Behavior Patterns in Complex Artificial Populations written by Stanislaw Raczynski and published by Springer Nature. This book was released on 2021-07-05 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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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