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Book details
Author : Hiroki Sayama
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Pages : 496 pages
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Publisher : Open SUNY Textbooks 2015-08-13
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Language : English
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ISBN-10 : 1942341083
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ISBN-13 : 9781942341086
Book Synopsis
Introduction to the Modeling and Analysis of Complex Systems introduces students to mathematical/computational modeling and analysis
developed in the emerging interdisciplinary field of Complex Systems Science. Complex systems are systems made of a large number of
microscopic components interacting with each other in nontrivial ways. Many real-world systems can be understood as complex systems,
where critically important information resides in the relationships between the parts and not necessarily within the parts themselves. This
textbook offers an accessible yet technically-oriented introduction to the modeling and analysis of complex systems. The topics covered
include: fundamentals of modeling, basics of dynamical systems, discrete-time models, continuous-time models, bifurcations, chaos,
cellular automata, continuous field models, static networks, dynamic networks, and agent-based models. Most of these topics are
discussed in two chapters, one focusing on computational modeling and the other on mathematical analysis. This unique approach
provides a comprehensive view of related concepts and techniques, and allows readers and instructors to flexibly choose relevant
materials based on their objectives and needs. Python sample codes are provided for each modeling example. This textbook is also
available free online from the Open SUNY Textbooks website (http://textbooks.opensuny.org).