introduction to the modeling and analysis of complex systems

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Introduction To The Modeling And Analysis Of Complex Systems

Author : Hiroki Sayama
ISBN : 1942341091
Genre : Computational complexity
File Size : 85. 90 MB
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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. 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"--Open Textbook Library.

Gesundheitswissenschaften Und Ffentliche Gesundheitsf Rderung

Author : Ulrich Laaser
ISBN : 9783642750915
Genre : Medical
File Size : 67. 80 MB
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Kompendium Systembiologie

Author : Andreas Kremling
ISBN : 9783834886071
Genre : Science
File Size : 43. 84 MB
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Das Buch beschreibt die Grundlagen der mathematischen Modellierung zellulärer Systeme. Nach einer Klassifikation von Modellen wird schwerpunktmäßig auf deterministische Modelle eingegangen und für alle relevanten zellulären Prozesse entsprechende Gleichungen angegeben. Anschließend werden eine Reihe von Verfahren zur Modellanalyse vorgestellt. Etwas kürzer werden Verfahren zum Reverse Engineering und zur Analyse von Netzwerkgraphen abgehandelt. Am Ende werden noch Verfahren der Parameteridentifikation besprochen.

Grundz Ge Einer Systemtheorie

Author : Jay Wright Forrester
ISBN : 9783663020943
Genre : Science
File Size : 32. 2 MB
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Nostradamus 2013 Prediction Modeling And Analysis Of Complex Systems

Author : Ivan Zelinka
ISBN : 9783319005423
Genre : Computers
File Size : 70. 96 MB
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Prediction of behavior of the dynamical systems, analysis and modeling of its structure is vitally important problem in engineering, economy and science today. Examples of such systems can be seen in the world around us and of course in almost every scientific discipline including such “exotic” domains like the earth’s atmosphere, turbulent fluids, economies (exchange rate and stock markets), population growth, physics (control of plasma), information flow in social networks and its dynamics, chemistry and complex networks. To understand such dynamics and to use it in research or industrial applications, it is important to create its models. For this purpose there is rich spectra of methods, from classical like ARMA models or Box Jenkins method to such modern ones like evolutionary computation, neural networks, fuzzy logic, fractal geometry, deterministic chaos and more. This proceeding book is a collection of the accepted papers to conference Nostradamus that has been held in Ostrava, Czech Republic. Proceeding also comprises of outstanding keynote speeches by distinguished guest speakers: Guanrong Chen (Hong Kong), Miguel A. F. Sanjuan (Spain), Gennady Leonov and Nikolay Kuznetsov (Russia), Petr Škoda (Czech Republic). The main aim of the conference is to create periodical possibility for students, academics and researchers to exchange their ideas and novel methods. This conference will establish forum for presentation and discussion of recent trends in the area of applications of various predictive methods for researchers, students and academics.

Nostradamus 2014 Prediction Modeling And Analysis Of Complex Systems

Author : Ivan Zelinka
ISBN : 9783319074016
Genre : Computers
File Size : 77. 91 MB
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The prediction of behavior of complex systems, analysis and modeling of its structure is a vitally important problem in engineering, economy and generally in science today. Examples of such systems can be seen in the world around us (including our bodies) and of course in almost every scientific discipline including such “exotic” domains as the earth’s atmosphere, turbulent fluids, economics (exchange rate and stock markets), population growth, physics (control of plasma), information flow in social networks and its dynamics, chemistry and complex networks. To understand such complex dynamics, which often exhibit strange behavior, and to use it in research or industrial applications, it is paramount to create its models. For this purpose there exists a rich spectrum of methods, from classical such as ARMA models or Box Jenkins method to modern ones like evolutionary computation, neural networks, fuzzy logic, geometry, deterministic chaos amongst others. This proceedings book is a collection of accepted papers of the Nostradamus conference that has been held in Ostrava, Czech Republic in June 2014. This book also includes outstanding keynote lectures by distinguished guest speakers: René Lozi (France), Ponnuthurai Nagaratnam Suganthan (Singapore) and Lars Nolle (Germany). The main aim of the conference was to create a periodical possibility for students, academics and researchers to exchange their ideas and novel research methods. This conference establishes a forum for presentation and discussion of recent research trends in the area of applications of various predictive methods.

Die Grenzen Des Denkens

Author : Donella H. Meadows
ISBN : 386581199X
Genre :
File Size : 69. 26 MB
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Anschauliche und leicht verständliche Einführung in das Gebiet komplexer Systeme, die es überall in Wirtschaft und Gesellschaft sowie in den Naturwissenschaften gibt.

Qualitative Modeling Of Complex Systems

Author : Charles J. Puccia
ISBN : 0674435060
Genre :
File Size : 22. 18 MB
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In this modern era of mathematical modeling, applications have become increasingly complicated. As the complexity grows, it becomes more and more difficult to draw meaningful conclusions about the behavior of theoretical models and their relations to reality. "Qualitative Modeling of Complex Systems" will be useful to a broad readership from the biological and social sciences as well as the physical sciences and technology.

Komplexe Systeme Lesen

Author : Georg Müller-Christ
ISBN : 9783662567968
Genre : Business & Economics
File Size : 30. 33 MB
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Komplexität und Unübersichtlichkeit, Rationalität und Intuition – das sind Herausforderungen, mit denen Wissenschaft und Praxis gleichermaßen konfrontiert sind. Das Buch führt in Systemaufstellungen als eine wissenschaftliche Methode ein, mit der sich Komplexität produktiv bewältigen lässt. Die besondere Stärke der Methode liegt in ihren Visualisierungsmöglichkeiten. Das Buch baut auf den Erfahrungen und Reflexionen auf, die die beiden Autoren in den letzten Jahren mit Systemaufstellungen in Forschung und Lehre an der Universität Bremen gewonnen haben. Bekannt ist die Methode der Systemaufstellungen vor allem, um therapeutische Prozesse zu begleiten oder die Organisationsberatung zu unterstützen. Sie hat jedoch deutlich mehr Potenzial. Mit Aufstellungen lässt sich die Komplexität jeder Art von System greifbar machen. Interventionen können leicht simuliert werden. Zudem eignet sich die transverbale Sprache in Aufstellungen dafür, Studierende, Praktiker und Wissenschaftler gleichermaßen anzusprechen. Weil diese Sprache von allen verstanden wird, ist ein effektives gemeinsames Arbeiten von allen Beteiligten möglich. Die Autoren stellen die verschiedenen Anwendungsbereiche der Methode dar und zeigen, wie Aufstellungen nicht nur Wissenschaftlern, sondern auch Praktikern helfen, Komplexität so zu bewältigen, dass innovative Einsichten gewonnen werden können.

Vorlesungen Ber Numerische Mathematik

Author : MAESS
ISBN : 9783034860178
Genre : Juvenile Nonfiction
File Size : 23. 24 MB
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