Introduction to the modeling and analysis of complex systems

Sayama, Hirokihor

Geneseo, NY : Published by Open SUNY Textbooks, Milne Library, State University of New York at Geneseo, 2015

Online E-Book - 1 online resource (xviii, 478 pages) : illustrations (some color) ;

Zugriff:

View record at Milne Open Textbooks (Volltext)

"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"--Provided by publisher.

Titel:	Introduction to the modeling and analysis of complex systems
Autor/in / Beteiligte Person:	Sayama, Hirokihor
Link:	View record at Milne Open Textbooks (Volltext)
Veröffentlichung:	Geneseo, NY : Published by Open SUNY Textbooks, Milne Library, State University of New York at Geneseo, 2015
Medientyp:	E-Book
Umfang:	1 online resource (xviii, 478 pages) : illustrations (some color) ;
ISBN:	978-1-942341-09-3 (print) ; 978-1-942341-06-2 (print) ; 978-1-942341-08-6 (print) ; 1-942341-09-1 (print) ; 1-942341-06-7 (print) ; 1-942341-08-3 (print)
Schlagwort:	System theory -- Mathematical models -- Textbooks System analysis -- Mathematical models -- Textbooks Computational complexity -- Textbooks COMPUTERS / General Computational complexity System analysis -- Mathematical models System theory -- Mathematical models
Sonstiges:	Nachgewiesen in: Milne Open Textbooks Sprachen: English Contents Note: Fundamentals of modeling -- Basics of dynamical systems -- Discrete-time models 1, modeling ; Discrete-time models 2, analysis -- Continuous-time models 1, modeling -- Continuous-time models 2, analysis -- Bifurcations -- Chaos -- Interactive simulation of complex systems -- Cellular automata 1, modeling -- Cellular automata 2, analysis -- Continuous field models 1, modeling -- Continuous field models 2, analysis -- Basics of networks -- Dynamical networks 1, modeling -- Dynamical networks 2, analysis of network topologies -- Dynamical networks 3, analysis of network dynamics -- Agent-based models. Language: English

Klicken Sie ein Format an und speichern Sie dann die Daten oder geben Sie eine Empfänger-Adresse ein und lassen Sie sich per Email zusenden.

BibTeX Citavi, JabRef, u.a.
(Literaturverwaltung)

PDF kein Volltext!
(Merkzettel, Notizen)

RIS Endnote, Citavi u.a.
(Literaturverwaltung)

MODS
(XML zur Weiterverarbeitung)

oder

Wählen Sie das für Sie passende Zitationsformat und kopieren Sie es dann in die Zwischenablage, lassen es sich per Mail zusenden oder speichern es als PDF-Datei.

Gewünschter Zitations-Stil:

oder

Bitte prüfen Sie, ob die Zitation formal korrekt ist, bevor Sie sie in einer Arbeit verwenden. Benutzen Sie gegebenenfalls den "Exportieren"-Dialog, wenn Sie ein Literaturverwaltungsprogramm verwenden und die Zitat-Angaben selbst formatieren wollen.