Principles of modeling and simulation: a multidisciplinary approach
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Hoboken, NJ
Wiley
2009
|
| Schlagworte: | |
| Online-Zugang: | Cover Inhaltsverzeichnis |
| Beschreibung: | Includes index |
| Beschreibung: | XIII, 259 S. Ill., graph. Darst. |
| ISBN: | 9780470289433 |
Internformat
MARC
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Datensatz im Suchindex
| _version_ | 1804139933948968960 |
|---|---|
| adam_text | Titel: Principles of modeling and simulation
Autor: Sokolowski, John A.
Jahr: 2009
Contents
Preface xi
Contributors xiii
Part One Principles of Modeling and Simulation: A Multidisciplinary
Approach
1. What Is Modeling and Simulation? 3
Catherine M. Banks
Introduction 3
Models: Approximations of Real-World Events 5
A Brief History of Modeling and Simulation 7
Application Areas 15
Using Modeling and Simulation: Advantages and Disadvantages 21
Conclusion 22
Key Terms 23
Further Reading 23
References 23
2. The Role of Modeling and Simulation 25
Paul F. Reynolds, Jr.
Introduction 25
Using Simulations to Solve Problems 26
Uncertainty and Its Effects 34
Gaining Insight 37
A Simulation s Lifetime 40
Conclusion 42
Key Terms 42
Further Reading 42
Part Two Theoretical Underpinnings
3. Simulation: Models That Vary over Time 47
John A. Sokolowski
Introduction
Discrete Event Simulation 48
vii
viii Contents
Continuous Simulation 58
Conclusion 69
Key Terms 69
Reference 69
4. Queue Modeling and Simulation 71
Paul A. Fishwick and Hyungwook Park
Introduction 71
Analytical Solution 72
Queuing Models 74
Sequential Simulation 79
SimPack Queuing Implementation 81
Parallel Simulation 87
Conclusion 88
Key Terms 89
Further Reading 89
References 89
5. Human Interaction with Simulations 91
Michael P. Bailey and Ahmed K. Noor
Introduction 91
Simulation and Data Dependency 91
Visual Representation 103
Conclusion 116
Key Terms 117
References 117
6. Verification and Validation 121
Mikel D. Petty
Introduction 121
Performing Verification and Validation 128
Verification and Validation Examples 141
Conclusion 147
Key Terms 147
References 147
Part Three Practical Domains
7. Uses of Simulation 153
TUNCER I. OREN
Introduction 153
The Many Facets of Simulation 154
Contents ix
Experimentation Aspect of Simulation 156
Experience Aspect of Simulation 159
Examples of Uses of Simulation 160
Ethics in the Use of Simulation 170
Some Excuses to Avoid Using Simulation 170
Conclusion 171
Key Terms 171
Further Exploration 171
Appendix A Simulation Associations/Groups/Research Centers 172
References 178
8. Modeling and Simulation: Real-World Examples 181
Michael D. Fontaine, David P. Cook, C. Donald Combs,
John A. Sokolowski, and Catherine M. Banks
Introduction 181
Transportation Modeling and Simulation 181
Business Modeling and Simulation 198
Medical Modeling and Simulation 209
Social Science Modeling and Simulation 230
Conclusion 241
Key Terms 242
Further Reading 242
References 242
9. The Future of Simulation 247
R. BOWEN LOFTIN
Introduction 247
A Brief... and Selective ... History of Simulation 248
Convergent Simulations 249
Serious Games 249
Human-Simulator Interfaces 250
Computing Technology 253
The Role of Education in Simulation 253
The Future of Simulation 254
Key Terms 255
Index 257
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| spelling | Principles of modeling and simulation a multidisciplinary approach ed. by John A. Sokolowski ... Hoboken, NJ Wiley 2009 XIII, 259 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Includes index Mathematisches Modell Mathematical models Simulation methods Interdisciplinary research Computersimulation (DE-588)4148259-1 gnd rswk-swf Computersimulation (DE-588)4148259-1 s DE-604 Sokolowski, John A. 1953- Sonstige (DE-588)137798601 oth DE-576;wiley image/jpeg http://swbplus.bsz-bw.de/bsz305006916cov.htm 20090401021927 Cover HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017999037&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Principles of modeling and simulation a multidisciplinary approach Mathematisches Modell Mathematical models Simulation methods Interdisciplinary research Computersimulation (DE-588)4148259-1 gnd |
| subject_GND | (DE-588)4148259-1 |
| title | Principles of modeling and simulation a multidisciplinary approach |
| title_auth | Principles of modeling and simulation a multidisciplinary approach |
| title_exact_search | Principles of modeling and simulation a multidisciplinary approach |
| title_full | Principles of modeling and simulation a multidisciplinary approach ed. by John A. Sokolowski ... |
| title_fullStr | Principles of modeling and simulation a multidisciplinary approach ed. by John A. Sokolowski ... |
| title_full_unstemmed | Principles of modeling and simulation a multidisciplinary approach ed. by John A. Sokolowski ... |
| title_short | Principles of modeling and simulation |
| title_sort | principles of modeling and simulation a multidisciplinary approach |
| title_sub | a multidisciplinary approach |
| topic | Mathematisches Modell Mathematical models Simulation methods Interdisciplinary research Computersimulation (DE-588)4148259-1 gnd |
| topic_facet | Mathematisches Modell Mathematical models Simulation methods Interdisciplinary research Computersimulation |
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