Mathematical and computational modeling and simulation: fundamentals and case studies
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin ; Heidelberg ; New York, NY
Springer
2004
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XIII, 422 S. Ill., graph. Darst. 24 cm |
| ISBN: | 3540403892 9783540403890 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV017430936 | ||
| 003 | DE-604 | ||
| 005 | 20180220 | ||
| 007 | t | ||
| 008 | 030819s2004 gw ad|| |||| 00||| eng d | ||
| 016 | 7 | |a 968516904 |2 DE-101 | |
| 020 | |a 3540403892 |c kart. : EUR 74.85 (freier Pr.), sfr 116.50 |9 3-540-40389-2 | ||
| 020 | |a 9783540403890 |9 978-3-540-40389-0 | ||
| 035 | |a (OCoLC)615529328 | ||
| 035 | |a (DE-599)BVBBV017430936 | ||
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| 084 | |a ST 340 |0 (DE-625)143665: |2 rvk | ||
| 100 | 1 | |a Möller, Dietmar |d 1947- |e Verfasser |0 (DE-588)124361854 |4 aut | |
| 245 | 1 | 0 | |a Mathematical and computational modeling and simulation |b fundamentals and case studies |c Dietmar P. F. Moeller |
| 264 | 1 | |a Berlin ; Heidelberg ; New York, NY |b Springer |c 2004 | |
| 300 | |a XIII, 422 S. |b Ill., graph. Darst. |c 24 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 650 | 0 | 7 | |a Computersimulation |0 (DE-588)4148259-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Mathematisches Modell |0 (DE-588)4114528-8 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Numerisches Modell |0 (DE-588)4338132-7 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Mathematisches Modell |0 (DE-588)4114528-8 |D s |
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| 689 | 1 | |5 DE-604 | |
| 689 | 2 | 0 | |a Computersimulation |0 (DE-588)4148259-1 |D s |
| 689 | 2 | |5 DE-604 | |
| 856 | 4 | 2 | |m DNB Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=010502741&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-010502741 | |
Datensatz im Suchindex
| _version_ | 1808135209840803840 |
|---|---|
| adam_text |
CONTENTS
PREFACE
.
ILL
CONTENTS
.
VII
LIST
OF
EXAMPLES
.XI
LIST
OF
CASE
STUDIES
.
XV
1
MODELING
CONTINUOUS-TIME
AND
DISCRETE-TIME
SYSTEMS
.
1
1.1
INTRODUCTION
.
1
1.2
MODELING
FORMALISMS
.
12
1.3.
SYSTEM
ELEMENTS
AND
MODELS
OF
CONTINUOUS-TIME
SYSTEMS
.
22
1.3.1
ELECTRICAL
ELEMENTS
.
22
1.3.2
PARTICLE
DYNAMICS
.
27
1.3.3
MECHANICAL
ELEMENTS
.
30
1.3.4
FLUID
MECHANICS
.
36
1.3.5
DIFFUSION
DYNAMICS
.
39
1.3.6
THERMODYNAMICS
.
40
1.3.7
CHEMICAL
DYNAMICS
.
42
1.4
BLOCK
DIAGRAM-BASED
ALGEBRAIC
REPRESENTATION
OF
SYSTEMS
.
46
1.4.1
INTRODUCTION
.
46
1.4.2
BLOCK
DIAGRAM
ALGEBRA
.
50
1.5
BASIC
PRINCIPLES
OF
DISCRETE-TIME
SYSTEMS
.
55
1.5.1
INTRODUCTION
.
55
1.5.2
MODELING
CONCEPT
OF
DISCRETE-TIME
SYSTEMS
.
57
1.5.3
SIMULATION
CONCEPT
.
61
1.6
MODEL
VALIDATION
.
63
1.7
REFERENCES
AND
FURTHER
READING
.
67
1.8
EXERCISES
.
67
2
MATHEMATICAL
DESCRIPTION
OF
CONTINUOUS-TIME
SYSTEMS
.
69
2.1
INTRODUCTION
.
69
2.1.1
REPRESENTATION
OF
SYSTEM
DIFFERENTIAL
EQUATIONS
IN
TERMS
OF
VECTOR
MATRIX
NOTATION
.
70
2.1.2
EXISTENCE
AND
UNIQUENESS
OF
SOLUTIONS
OF
DIFFERENTIAL
EQUATIONS
.
76
2.2
CONTROLLABILITY,
OBSERVABILITY,
AND
IDENTIFIABILITY
.
77
VIII
CONTENTS
2.3
TIME
DOMAIN
SOLUTION
OF
THE
LINEAR
STATE
EQUATION
SYSTEM
.
84
2.4
SOLUTION
OF
THE
STATE
EQUATION
USING
THE
LAPLACE
TRANSFORM
.
87
2.5
EIGENVALUES
OF
THE
LINEAR
VECTOR-EQUATION
SYSTEMS*
.
90
2.6
STABILITY
ANALYSIS*
.
93
2.6.1
ROUTH
HURWITZ
CRITERION*
.
95
2.6.2
NYQUIST
CRITERION*
.
98
2.6.3
LJAPUNOV
STABILITY
THEOREM*
.
100
2.7
FIRST-ORDER
LINEAR
STATE-EQUATION
MODELS
.
102
2.8
SECOND-ORDER
LINEAR
STATE-EQUATION
MODELS
.
111
2.9
HIGHER-ORDER
LINEAR
STATE-SPACE
MODELS*
.
123
2.10
NONLINEAR
STATE-SPACE
MODELS*
.
130
2.11
REFERENCES
AND
FURTHER
READING
.
132
2.12
EXERCISES
.
133
3
MATHEMATICAL
DESCRIPTION
OF
DISCRETE-TIME
SYSTEMS.
135
3.1
INTRODUCTION
.
135
3.2
STATISTICAL
MODELS
IN
DISCRETE-TIME
SYSTEMS
.
136
3.2.1
RANDOM
VARIABLES
.
136
3.2.2
DISTRIBUTIONS
.
137
3.3
DISCRETE-EVENT
SIMULATION
OF
QUEUING
SYSTEMS
.
139
3.4
PETRI-NETS
.
147
3.5
DISCRETE-EVENT
SIMULATION
OF
PARALLEL
SYSTEMS
.
155
3.5.1
INTRODUCTION
.
155
3.5.2
BASIC
TASKS
.
156
3.6
REFERENCES
AND
FURTHER
READING
.
159
3.7
EXERCISES
.
159
4
SIMULATION
SOFWARE
FOR
COMPUTATIONAL
MODELING
AND
SIMULATION
.
161
4.1
INTRODUCTION
.
161
4.2
DIGITAL
SIMULATION
SYSTEMS
.
168
4.3
SIMULATION
SOFTWARE
FOR
CONTINUOUS-TIME
SYSTEMS
.
169
4.3.1
BLOCK
ORIENTED
SIMULATION
SOFTWARE
.
170
4.3.2
EQUATION-ORIENTED
SIMULATION
SOFTWARE
.
178
4.3.3
GENERAL-PURPOSE
SIMULATION
SOFTWARE
.
183
4.3.4
COMPONENT-BASED
SIMULATION
SOFTWARE
.
190
4.3.5
HIGH-PERFORMANCE
SIMULATION
SOFTWARE
FOR
TECHNICAL
COMPUTING
.
203
4.4
DISCRETE-TIME
SYSTEM
SIMULATION
SOFTWARE*
.
214
4.5
MULTI-DOMAIN
SIMULATION
SOFTWARE
FOR
LARGE-SCALE
SYSTEMS*
.
217
4.6
SIMULATION
SOFTWARE
FOR
MIXED-MODE
CIRCUITS*
.
231
4.7
COMBINED
SIMULATION
SOFTWARE
.
234
4.8
CHECKLIST
FOR
THE
SELECTION
OF
SIMULATION
SOFTWARE
.
240
4.9
REFERENCES
AND
FURTHER
READING
.
242
4.10
EXERCISES
.
243
4.11
CASE
STUDY
EXAMPLES
.
244
4.11.1
FEMLAB
.
244
4.11.2
MODELMAKER
.
251
CONTENT
IX
5
PARAMETER
IDENTIFICATION
OF
DYNAMIC
SYSTEMS
.
257
5.1
INTRODUCTION
.
257
5.2
MATHEMATICAL
NOTATION
OF
THE
IDENTIFICATION
TASK
.
260
5.3
IDENTIFICATION
TASK
.
262
5.4
OUTPUT-ERROR
LEAST
SQUARES
METHOD*
.
266
5.5
EQUATION-ERROR
LEAST
SQUARES
METHOD*
.
270
5.6
CONSISTENCY
OF
THE
PARAMETER
ESTIMATES*
.
278
5.7
CONSISTENCY
MODIFICATIONS
OF
THE
EQUATION-ERROR
METHOD*
.
280
5.8
IDENTIFIABILITY*
.
287
5.9
SYSTEM
INPUT
PROPERTIES*
.
293
5.10
PARAMETER
IDENTIFICATION
OF
THE
CARDIOVASCULAR
SYSTEM*
.
294
5.11
ERROR-FUNCTIONAL
MINIMIZATION
BY
GRADIENT
METHODS*
.
300
5.12
ERROR-FUNCTIONAL
MINIMIZATION
BY
DIRECT
SEARCH
METHODS*
.
302
5.13
IDENTIFIABILITY
AND
THE
OUTPUT-ERROR
LEAST
SQUARES
METHOD*
.
306
5.14
REFERENCES
AND
FURTHER
READING
.
308
5.15
EXERCISES
.
309
6
SOFT-COMPUTING
METHODS
.
311
6.1
INTRODUCTION
.
311
6.2
FUZZY
LOGIC
.
312
6.2.1
PURE
FUZZY-LOGIC
SYSTEMS
.
316
6.2.2
TAKAGI
AND
SUGENO
FUZZY
LOGIC
SYSTEMS
.
317
6.2.3
FUZZY-LOGIC
SYSTEMS
WITH
FUZZIFICATION
AND
DEFUZZIFICATION
.
318
6.2.4
FUZZY
MODELING
OF
A
SOCCER
PLAYING
MOBILE
ROBOT
.
318
6.2.5
FUZZY
MODELING
OF
A
WASTEWATER
TREATMENT
PLANT*
.
324
6.2.6
FUZZY-LOGIC
CONTROL
SYSTEM*
.
327
6.3
NEURAL
NETS*
.
331
6.4
REFERENCES
AND
FURTHER
READING
.
338
6.5
EXERCISES
.
338
7
DISTRIBUTED
SIMULATION
.
339
7.1
INTRODUCTION
.
339
7.2
DISTRIBUTED
SIMULATION
OF
TRAFFIC
AND
TRANSPORTATION
.
341
7.2.1
INTRODUCTION
.
341
7.2.2
TRAFFIC-SIMULATION
MODEL
.
342
7.2.3
DISTRIBUTED
TRAFFIC-SIMULATION
SYSTEM
.
343
7.2.4
DESCRIPTION
AND
IMPLEMENTATION
OF
ROAD
NETWORKS
.
345
7.2.5
IMPLEMENTATION
AND
SIMULATION
.
347
7.2.6
DISTRIBUTED
TRANSPORTATION
.
350
7.3
INTRODUCTION
INTO
HLA*
.
352
7.3.1
HLA
AT
THE
VERY
FIRST*
.
352
7.3.2
FEDERATION
RULES*
.
353
7.3.3
INTERFACE
SPECIFICATION*
.
354
7.3.4.
OBJECT
MODEL
TEMPLATE
(OMT)*
.
354
7.3.5
SUGGESTED
STEPS
AT
THE
VERY
FIRST*
.
355
7.3.6
LAND-BASED
TRANSPORTATION*
.
356
X
CONTENTS
7.3.7
HLA
LAND-BASED
TRANSPORTATION
SIMULATOR*
.
356
7.3.8
HLA
DESCRIPTION
OF
ROAD
NETWORKS*
.
359
7.4
REFERENCES
AND
FURTHER
READING
.
362
7.5
EXERCISES
.
362
8
VIRTUAL
REALITY
.
363
8.1
INTRODUCTION
.
363
8.2
VIRTUAL
REALITY
APPLIED
TO
MEDICINE
.
369
8.2.1
INTRODUCTION
.
369
8.2.2
MORPHING
.
370
8.2.3
DEFORMABLE
MODELS*
.
373
8.2.4
DEFORMABLE
MODELS
FOR
SURFACE
RECONSTRUCTION
IN
MEDICINE*
.
374
8.3
VIRTUAL
REALITY
IN
GEO
SCIENCE*
.
380
8.3.1
INTRODUCTION*
.
380
8.3.2
MODELING
AND
SIMULATION
OF
SPACE
AND
TIME*
.
380
8.3.3
COMBINED
VIRTUAL
REALITY
SYSTEM
CORE*
.
382
8.4
DDSIM
PROTOTYPING
TOOL
FOR
AUTONOMOUS
ROBOTS
.
384
8.5
REFERENCES
AND
FURTHER
READING
.
390
8.6
EXERCISES
.
392
APPENDIX
A
.
393
NUMERIC
INTEGRATION
.
393
SINGLE-STEP
FORMULAE
.
395
MULTI-STEP
FORMULAE
.
398
APPENDIX
B
.
399
LAPLACE
TRANSFORM
.
399
APPENDIX
C
.
407
ONLINE
RESOURCES
.
407
INDEX
.
409 |
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| id | DE-604.BV017430936 |
| illustrated | Illustrated |
| indexdate | 2024-08-23T00:15:08Z |
| institution | BVB |
| isbn | 3540403892 9783540403890 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-010502741 |
| oclc_num | 615529328 |
| open_access_boolean | |
| owner | DE-M347 |
| owner_facet | DE-M347 |
| physical | XIII, 422 S. Ill., graph. Darst. 24 cm |
| publishDate | 2004 |
| publishDateSearch | 2004 |
| publishDateSort | 2004 |
| publisher | Springer |
| record_format | marc |
| spelling | Möller, Dietmar 1947- Verfasser (DE-588)124361854 aut Mathematical and computational modeling and simulation fundamentals and case studies Dietmar P. F. Moeller Berlin ; Heidelberg ; New York, NY Springer 2004 XIII, 422 S. Ill., graph. Darst. 24 cm txt rdacontent n rdamedia nc rdacarrier Computersimulation (DE-588)4148259-1 gnd rswk-swf Mathematisches Modell (DE-588)4114528-8 gnd rswk-swf Numerisches Modell (DE-588)4338132-7 gnd rswk-swf Mathematisches Modell (DE-588)4114528-8 s DE-604 Numerisches Modell (DE-588)4338132-7 s Computersimulation (DE-588)4148259-1 s DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=010502741&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Möller, Dietmar 1947- Mathematical and computational modeling and simulation fundamentals and case studies Computersimulation (DE-588)4148259-1 gnd Mathematisches Modell (DE-588)4114528-8 gnd Numerisches Modell (DE-588)4338132-7 gnd |
| subject_GND | (DE-588)4148259-1 (DE-588)4114528-8 (DE-588)4338132-7 |
| title | Mathematical and computational modeling and simulation fundamentals and case studies |
| title_auth | Mathematical and computational modeling and simulation fundamentals and case studies |
| title_exact_search | Mathematical and computational modeling and simulation fundamentals and case studies |
| title_full | Mathematical and computational modeling and simulation fundamentals and case studies Dietmar P. F. Moeller |
| title_fullStr | Mathematical and computational modeling and simulation fundamentals and case studies Dietmar P. F. Moeller |
| title_full_unstemmed | Mathematical and computational modeling and simulation fundamentals and case studies Dietmar P. F. Moeller |
| title_short | Mathematical and computational modeling and simulation |
| title_sort | mathematical and computational modeling and simulation fundamentals and case studies |
| title_sub | fundamentals and case studies |
| topic | Computersimulation (DE-588)4148259-1 gnd Mathematisches Modell (DE-588)4114528-8 gnd Numerisches Modell (DE-588)4338132-7 gnd |
| topic_facet | Computersimulation Mathematisches Modell Numerisches Modell |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=010502741&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT mollerdietmar mathematicalandcomputationalmodelingandsimulationfundamentalsandcasestudies |