000			03843nam a22005415i 4500
001			978-3-642-39524-6
003			DE-He213
005			20140220082519.0
007			cr nn 008mamaa
008			131024s2014 gw | s |||| 0|eng d
020			_a9783642395246 _9978-3-642-39524-6
024	7		_a10.1007/978-3-642-39524-6 _2doi
050		4	_aQA71-90
072		7	_aPDE _2bicssc
072		7	_aCOM014000 _2bisacsh
072		7	_aMAT003000 _2bisacsh
082	0	4	_a004 _223
100	1		_aBungartz, Hans-Joachim. _eauthor.
245	1	0	_aModeling and Simulation _h[electronic resource] : _bAn Application-Oriented Introduction / _cby Hans-Joachim Bungartz, Stefan Zimmer, Martin Buchholz, Dirk Pflüger.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2014.
300			_aXIV, 413 p. 158 illus. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aSpringer Undergraduate Texts in Mathematics and Technology, _x1867-5506
505	0		_a1 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.
520			_aThis 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.
650		0	_aMathematics.
650		0	_aComputer simulation.
650		0	_aComputer science _xMathematics.
650		0	_aComputer science.
650	1	4	_aMathematics.
650	2	4	_aComputational Science and Engineering.
650	2	4	_aComputational Mathematics and Numerical Analysis.
650	2	4	_aMathematical Modeling and Industrial Mathematics.
650	2	4	_aSimulation and Modeling.
700	1		_aZimmer, Stefan. _eauthor.
700	1		_aBuchholz, Martin. _eauthor.
700	1		_aPflüger, Dirk. _eauthor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783642395239
830		0	_aSpringer Undergraduate Texts in Mathematics and Technology, _x1867-5506
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-642-39524-6
912			_aZDB-2-SMA
999			_c93328 _d93328