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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.
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.
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.
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: [...]
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.
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 |
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.
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: [...]
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.
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 |