Download E-books Introduction to the Modeling and Analysis of Complex Systems PDF

Computer Simulation

Advent to the Modeling and research of advanced platforms introduces scholars to mathematical/computational modeling and research constructed within the rising interdisciplinary box of complicated structures technological know-how. complicated platforms are platforms made from loads of microscopic elements interacting with one another in nontrivial methods. Many real-world structures should be understood as advanced structures, the place significantly vital details is living within the relationships among the elements and never unavoidably in the elements themselves. This textbook bargains an available but technically-oriented creation to the modeling and research of advanced structures. the themes lined comprise: basics of modeling, fundamentals of dynamical platforms, discrete-time versions, continuous-time versions, bifurcations, chaos, mobile automata, non-stop box versions, static networks, dynamic networks, and agent-based versions. every one of these subject matters are mentioned in chapters, one concentrating on computational modeling and the opposite on mathematical research. This special approach offers a accomplished view of comparable innovations and methods, and permits readers and teachers to flexibly decide on proper fabrics in response to their pursuits and wishes. Python pattern codes are supplied for every modeling instance. This textbook is additionally to be had loose on-line from the Open SUNY Textbooks site (http://textbooks.opensuny.org).

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