9783642395246
IR
EN-52508
انگلیسی
IR
Modeling and Simulatio
[Book]
:An Application-Oriented Introduction
/ electronic resource
Berlin, Heidelberg
: Springer Berlin Heidelberg :Imprint: Springer,
, 2014.
XIV, 413 s. 158 illus. , online resource..
(Springer Undergraduate Texts in Mathematics and Technology,1867-5506)
9783642395239.
Electronic
Summary: 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. a 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". a 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.
1 Introduction -- 2 The necessary instruments in brief -- Part I Playing @2013 deciding @2013 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.
Springer Undergraduate Texts in Mathematics and Technology,1867-5506
Mathematics
Computer simulation
Computer science, Mathematics
Computer science
Mathematics
Computational Science and Engineering
Computational Mathematics and Numerical Analysis
Mathematical Modeling and Industrial Mathematics
Simulation and Modeling
E-BOOK
Bungartz, Hans-Joachim.
Zimmer, Stefan
Buchholz, Martin
Pfluger, Dirk
SpringerLink (Online service)
ایران
9783642395239.pdf
عادی
عادی
9783642395239.pdf
متن
old catalog
e
BL
1
a
Y
