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Modeling and Simulation: An Application-Oriented Introduction: Springer Undergraduate Texts in Mathematics and Technology

Autor Hans-Joachim Bungartz, Stefan Zimmer, Martin Buchholz, Dirk Pflüger Traducere de Sabine Le Borne, Richard Le Borne
en Limba Engleză Hardback – 6 noi 2013
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.
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Specificații

ISBN-13: 9783642395239
ISBN-10: 3642395236
Pagini: 428
Ilustrații: XIV, 413 p. 158 illus.
Dimensiuni: 155 x 235 x 28 mm
Greutate: 0.75 kg
Ediția:2014
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Springer Undergraduate Texts in Mathematics and Technology

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Upper undergraduate

Cuprins

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.

Recenzii

From the reviews:
“This is an introductory textbook to modeling and simulation that are considered as systematic approach to gain knowledge and results. … The book is very suitable for the first touch with the topics. It contains very intuitive examples for learning. … it has to be an excellent advertising of computer modeling and simulation.” (Eduard Kostolansky, zbMATH, Vol. 1281, 2014)

Notă biografică

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.

Textul de pe ultima copertă

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.

Caracteristici

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: sn.pub/extras