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  • INTRODUCTION TO THE MODELING AND ANALYSIS OF COMPLEX SYSTEMS
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INTRODUCTION TO THE MODELING AND ANALYSIS OF COMPLEX SYSTEMS

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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.


  • ISBN: 9781942341086
  • CATEGORÍA: Digitales
  • AUTOR: SAYAMA, HIROKI
  • AÑO: 2020
  • IDIOMA: INGLES
  • PÁGINAS: 496
  • EDITORIAL: OPEN SUNY TEXTBOOKS

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    SINOPSIS

    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.


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