Modeling and simulation fundamentals: theoretical underpinnings and practical domains
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Hoboken, N.J.
Wiley
2010
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | XIV, 437 S. Ill., graph. Darst. |
| ISBN: | 9780470486740 |
Internformat
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Datensatz im Suchindex
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| adam_text | Titel: Modeling and simulation fundamentals
Autor: Sokolowski, John A.
Jahr: 2010
CONTENTS
Preface xi
Contributors xiii
1 Introduction to Modeling and Simulation 1
Catherine M. Banks
M S / 2
M S Characteristics and Descriptors / 12
M S Categories / 19
Conclusion / 22
References / 24
2 Statistical Concepts for Discrete Event Simulation 25
Roland R. Mielke
Probability / 26
Simulation Basics / 35
Input Data Modeling / 39
Output Data Analysis / 48
Conclusion / 56
References / 56
3 Discrete-Event Simulation 57
Rafael Diaz and Joshua G. Behr
Queuing System Model Components / 60
Simulation Methodology / 62
DES Example / 65
Hand Simulation—Spreadsheet Implementation / 67
Arena Simulation / 87
Conclusion / 97
References / 98
vii
Vili CONTENTS
4 Modeling Continuous Systems 99
Wesley N. Colley
System Class / 100
Modeling and Simulation (M S) Strategy / 101
Modeling Approach / 102
Model Examples / 104
Simulating Continuous Systems / 110
Simulation Implementation / 118
Conclusion / 128
References / 129
5 Monte Carlo Simulation 131
John A. Sokolowski
The Monte Carlo Method / 132
Sensitivity Analysis / 142
Conclusion / 145
References / 145
6 Systems Modeling: Analysis and Operations Research 147
Frederic D. McKenzie
System Model Types / 147
Modeling Methodologies and Tools / 148
Analysis of Modeling and Simulation (M S) / 165
OR Methods / 174
Conclusion / 179
References / 179
Further Readings / 180
7 Visualization 181
Yuzhong Shen
Computer Graphics Fundamentals / 182
Visualization Software and Tools / 208
Case Studies / 217
Conclusion / 223
References / 224
8 M S Methodologies: A Systems Approach
to the Social Sciences 227
Barry G. Silverman, Gitana K. Bharathy, Benjamin Nye, G. Jiyun Kim,
Mark Roddy, and Mjumbe Poe
Simulating State and Substate Actors with CountrySim:
Synthesizing Theories Across the Social Sciences / 229
CONTENTS iX
The CountrySim Application and Sociocultural
Game Results / 255
Conclusions and the Way Forward / 265
References / 268
9 Modeling Human Behavior 271
Yiannis Papelis and Poornima Madhavan
Behavioral Modeling at the Physical Level / 273
Behavioral Modeling at the Tactical and Strategic Level / 274
Techniques for Human Behavior Modeling / 277
Human Factors / 305
Human-Computer Interaction / 308
Conclusion / 320
References / 321
10 Verification, Validation, and Accreditation 325
Mikel D. Petty
Motivation / 326
Background Definitions / 326
W A Definitions / 330
V V as Comparisons / 332
Performing W A / 333
V V Methods / 340
W A Case Studies / 354
Conclusion / 365
Acknowledgments / 368
References / 368
11 An Introduction to Distributed Simulation 373
Gabriel A. Wainer and Khaldoon Al-Zoubi
Trends and Challenges of Distributed Simulation / 374
A Brief History of Distributed Simulation / 375
Synchronization Algorithms for Parallel and Distributed
Simulation / 377
Distributed Simulation Middleware / 383
Conclusion / 397
References / 398
12 Interoperability and Composability 403
Andreas Tolk
Defining Interoperability and Composability / 405
Current Interoperability Standard Solutions / 412
X CONTENTS
Engineering Methods Supporting InterOperation
and Composition / 428
Conclusion / 430
References / 431
Further Readings / 433
Index 435
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| spelling | Modeling and simulation fundamentals theoretical underpinnings and practical domains ed. by John A. Sokolowski... Hoboken, N.J. Wiley 2010 XIV, 437 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index Mathematisches Modell Mathematical models Mathematical optimization Simulation methods Optimierung (DE-588)4043664-0 gnd rswk-swf Mathematisches Modell (DE-588)4114528-8 gnd rswk-swf Simulation (DE-588)4055072-2 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Mathematisches Modell (DE-588)4114528-8 s Optimierung (DE-588)4043664-0 s Simulation (DE-588)4055072-2 s DE-604 Sokolowski, John A. 1953- (DE-588)137798601 edt HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020428080&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
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| title | Modeling and simulation fundamentals theoretical underpinnings and practical domains |
| title_auth | Modeling and simulation fundamentals theoretical underpinnings and practical domains |
| title_exact_search | Modeling and simulation fundamentals theoretical underpinnings and practical domains |
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| title_short | Modeling and simulation fundamentals |
| title_sort | modeling and simulation fundamentals theoretical underpinnings and practical domains |
| title_sub | theoretical underpinnings and practical domains |
| topic | Mathematisches Modell Mathematical models Mathematical optimization Simulation methods Optimierung (DE-588)4043664-0 gnd Mathematisches Modell (DE-588)4114528-8 gnd Simulation (DE-588)4055072-2 gnd |
| topic_facet | Mathematisches Modell Mathematical models Mathematical optimization Simulation methods Optimierung Simulation Aufsatzsammlung |
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