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Modeling and Simulation
An Application-Oriented Introduction
Taschenbuch von Hans-Joachim Bungartz (u. a.)
Sprache: Englisch

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Beschreibung
This book provides an introduction to mathematical and computer-oriented modeling and to simulation as a universal methodology. It therefore addresses various model classes and their derivations. And it demonstrates the diversity of approaches that can be taken: be it discrete or continuous, deterministic or stochastic. A common underlying theme throughout the book are the means in which one obtains practical simulation results from these different abstract models.

Subsequent to a brief review of the mathematical tools that are required, the concept of the simulation pipeline, "from model derivation to the simulation", is applied to 14 example scenarios from diverse fields such as "Game theory - deciding - planning", "Traffic on highways and data highways", "Dynamical systems" and "Physics in the computer".

Whether it is game theory or mathematical finance, traffic or control theory, population dynamics or chaos, or molecular dynamics, continuum mechanics or computer graphics - the reader gains insight into the world of simulation in a descriptive yet systematic way.
This book provides an introduction to mathematical and computer-oriented modeling and to simulation as a universal methodology. It therefore addresses various model classes and their derivations. And it demonstrates the diversity of approaches that can be taken: be it discrete or continuous, deterministic or stochastic. A common underlying theme throughout the book are the means in which one obtains practical simulation results from these different abstract models.

Subsequent to a brief review of the mathematical tools that are required, the concept of the simulation pipeline, "from model derivation to the simulation", is applied to 14 example scenarios from diverse fields such as "Game theory - deciding - planning", "Traffic on highways and data highways", "Dynamical systems" and "Physics in the computer".

Whether it is game theory or mathematical finance, traffic or control theory, population dynamics or chaos, or molecular dynamics, continuum mechanics or computer graphics - the reader gains insight into the world of simulation in a descriptive yet systematic way.
Über den Autor

Hans-Joachim Bungartz:
Professor of informatics and mathematics at TUM, chair of scientific computing; long-term experience in teaching for programs in informatics, mathematics, physics, and engineering; responsible of CSE graduate programs at TUM and Bavaria-wide.

Dirk Pflüger and Stefan Zimmer
: are both members of the Chair of Simulation of Large Systems, Institute for Parallel and Distributed Systems, at the University of Stuttgart; their teaching includes respective courses in the informatics and software engineering programs and within the cluster of excellence Simulation Technology.

Martin Buchholz
: works at Realtime Technology AG (RTT AG) on distributed software systems for realtime visualization.

Zusammenfassung

Covering a wide range of modeling-driven domains: decisions, traffic, dynamical systems, physics

Motivated by concrete relevant scenarios, but not application-bound

Looking at modeling and simulation as a general methodology for science and engineering fed by mathematics and informatics

Includes supplementary material: [...]

Inhaltsverzeichnis

1 Introduction.- 2 The necessary instruments in brief.- Part I Playing - deciding - planning: A modeling warm-up.- 3 Game theory.- 4 Group decisions.- 5 Schedules.- 6 Wiener processes.- Part II Traffic on highways and data highways: A trip through the simulation pipeline.- 7 Macroscopic simulation of traffic.- 8 Microscopic simulation of traffic.- 9 Stochastic traffic simulations.- Part III Dynamic systems: Cause, effect and interaction.- 10 Population dynamics.- 11 Controllers.- 12 Chaos theory.- Part IV Physics on the computer: The switch to number crunchers.- 13 Molecular dynamics.- 14 Thermal conduction.- 15 Fluid mechanics.- 16 Global illumination in computer graphics.- Closing remarks.- Bibliography.- Index.

Details
Erscheinungsjahr: 2016
Fachbereich: EDV
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Thema: Lexika
Medium: Taschenbuch
Reihe: Springer Undergraduate Texts in Mathematics and Technology
Inhalt: xiv
413 S.
158 s/w Illustr.
413 p. 158 illus.
ISBN-13: 9783662518427
ISBN-10: 3662518422
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Bungartz, Hans-Joachim
Zimmer, Stefan
Buchholz, Martin
Pflüger, Dirk
Übersetzung: Le Borne, Sabine
Le Borne, Richard
Auflage: Softcover reprint of the original 1st ed. 2014
Hersteller: Springer-Verlag GmbH
Springer Berlin Heidelberg
Springer Undergraduate Texts in Mathematics and Technology
Maße: 235 x 155 x 24 mm
Von/Mit: Hans-Joachim Bungartz (u. a.)
Erscheinungsdatum: 23.08.2016
Gewicht: 0,645 kg
Artikel-ID: 103434552
Über den Autor

Hans-Joachim Bungartz:
Professor of informatics and mathematics at TUM, chair of scientific computing; long-term experience in teaching for programs in informatics, mathematics, physics, and engineering; responsible of CSE graduate programs at TUM and Bavaria-wide.

Dirk Pflüger and Stefan Zimmer
: are both members of the Chair of Simulation of Large Systems, Institute for Parallel and Distributed Systems, at the University of Stuttgart; their teaching includes respective courses in the informatics and software engineering programs and within the cluster of excellence Simulation Technology.

Martin Buchholz
: works at Realtime Technology AG (RTT AG) on distributed software systems for realtime visualization.

Zusammenfassung

Covering a wide range of modeling-driven domains: decisions, traffic, dynamical systems, physics

Motivated by concrete relevant scenarios, but not application-bound

Looking at modeling and simulation as a general methodology for science and engineering fed by mathematics and informatics

Includes supplementary material: [...]

Inhaltsverzeichnis

1 Introduction.- 2 The necessary instruments in brief.- Part I Playing - deciding - planning: A modeling warm-up.- 3 Game theory.- 4 Group decisions.- 5 Schedules.- 6 Wiener processes.- Part II Traffic on highways and data highways: A trip through the simulation pipeline.- 7 Macroscopic simulation of traffic.- 8 Microscopic simulation of traffic.- 9 Stochastic traffic simulations.- Part III Dynamic systems: Cause, effect and interaction.- 10 Population dynamics.- 11 Controllers.- 12 Chaos theory.- Part IV Physics on the computer: The switch to number crunchers.- 13 Molecular dynamics.- 14 Thermal conduction.- 15 Fluid mechanics.- 16 Global illumination in computer graphics.- Closing remarks.- Bibliography.- Index.

Details
Erscheinungsjahr: 2016
Fachbereich: EDV
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Thema: Lexika
Medium: Taschenbuch
Reihe: Springer Undergraduate Texts in Mathematics and Technology
Inhalt: xiv
413 S.
158 s/w Illustr.
413 p. 158 illus.
ISBN-13: 9783662518427
ISBN-10: 3662518422
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Bungartz, Hans-Joachim
Zimmer, Stefan
Buchholz, Martin
Pflüger, Dirk
Übersetzung: Le Borne, Sabine
Le Borne, Richard
Auflage: Softcover reprint of the original 1st ed. 2014
Hersteller: Springer-Verlag GmbH
Springer Berlin Heidelberg
Springer Undergraduate Texts in Mathematics and Technology
Maße: 235 x 155 x 24 mm
Von/Mit: Hans-Joachim Bungartz (u. a.)
Erscheinungsdatum: 23.08.2016
Gewicht: 0,645 kg
Artikel-ID: 103434552
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