AI assisted MBSE with SysML: an integrated systems/software approach
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| Main Authors: | , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
[Fredesdorf]
MBSE4U
[2024]
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis Inhaltsverzeichnis |
| Physical Description: | xxix, 441 Seiten Illustrationen, Diagramme 25 cm |
| ISBN: | 9783982223568 3982223563 |
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MARC
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| 100 | 1 | |a Rosenberg, Doug |e Verfasser |0 (DE-588)143790218 |4 aut | |
| 245 | 1 | 0 | |a AI assisted MBSE with SysML |b an integrated systems/software approach |c Doug Rosenberg, Tim Weilkiens, and Brian Moberley |
| 264 | 1 | |a [Fredesdorf] |b MBSE4U |c [2024] | |
| 300 | |a xxix, 441 Seiten |b Illustrationen, Diagramme |c 25 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 650 | 0 | 7 | |a SysML |0 (DE-588)7537632-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |2 gnd |9 rswk-swf |
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| 650 | 0 | 7 | |a Systemtechnik |0 (DE-588)4140901-2 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Software Engineering |0 (DE-588)4116521-4 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a MBSE |g Technik |0 (DE-588)1147892059 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Systementwurf |0 (DE-588)4261480-6 |2 gnd |9 rswk-swf |
| 653 | |a AI | ||
| 653 | |a MBSE | ||
| 653 | |a SysML | ||
| 653 | |a Systems Engineering | ||
| 653 | |a Software Engineering | ||
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| 689 | 0 | 4 | |a Software Engineering |0 (DE-588)4116521-4 |D s |
| 689 | 0 | 5 | |a MBSE |g Technik |0 (DE-588)1147892059 |D s |
| 689 | 0 | 6 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |D s |
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| 700 | 1 | |a Moberley, Brian |e Verfasser |0 (DE-588)1348652977 |4 aut | |
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| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-035173871 | |
Record in the Search Index
| _version_ | 1816072923693187072 |
|---|---|
| adam_text |
CONTENTS
ABOUT
US
.
ILL
FOREWORD
BY
DR.
AZAD
M.
MADNI
.VII
PREFACE
.
IX
REPORTS
OF
MBSE'S
DEATH
HAVE
BEEN
GREATLY
EXAGGERATED
.
IX
AIM
IS
AN
MBSE
PROCESS
FOR
HARDWARE/SOFTWARE
CO-DESIGN
.
X
HOW
TO
READ
THE
BOOK
.
XII
ACKNOWLEDGMENTS
.XII
IT'S
A
MATTER
OF
COMMON
SENSE
.
XII
BRIEF
INTRODUCTION
TO
ARTIFICIAL
INTELLIGENCE
.XV
AI,
ML,
DL,
GENAI,
LLM,
AND
CHATGPT
.
XVI
CHATGPT
.
XVIII
HOW
TO
TALK
WITH
AN
AI
.
XX
AI
SUBJECT
MATTER
EXPERTS
.
XXIV
LET'S
START
WITH
THE
MAIN
MATTER
.
XXVIII
PART
I
-
INTRODUCTION
.
1
CHAPTER
1
-
AL:
A
GAME
CHANGER
FOR
SOFTWARE
AND
SYSTEMS
ENGINEERING
3
1.1
ASKING
THE
RIGHT
QUESTIONS
.
3
1.2
AL
CAN
HAVE
MANY
FACES
.
3
1.3
AL
PERSONAS
FOR
SYSTEMS
ENGINEERING
.
5
1.4
CHOOSING
A
STABLE
SET
OF
ABSTRACTIONS
.
6
1.5
WITHOUT
SOFTWARE,
THERE
IS
NO
SYSTEM
.
7
1.6
HOW
THIS
BOOK
IS
ORGANIZED
.
7
CHAPTER
2
-
WITHOUT
SOFTWARE,
THERE
IS
NO
SYSTEM
.
13
2.1
OVERVIEW
OF
SYSML
BEHAVIOR
MODELS
.
14
2.2
EMBEDDED
VS
NON-EMBEDDED
SOFTWARE
.
17
2.3
WHAT
KIND
OF
CODE
CAN
BE
GENERATED
FROM
A
SYSML
MODEL?
.
18
2.4
EACH
TYPE
OF
SOFTWARE
REQUIRES
ITS
OWN
PROMPT
SET
.
19
2.5
LEARNING
TO
CONVERSE
WITH
AL
.
20
2.6
SUPPORT
FOR
DOMAIN
DRIVEN
DESIGN
(DDD)
.
22
2.7
SUPPORT
FOR
DATABASE
SECURITY
.
23
2.8
SUPPORT
FOR
USE
CASE
DRIVEN
DEVELOPMENT
.
24
2.9
ITERATE
EARLY,
ITERATE
OFTEN
.
25
2.10
ONCE
THE
UI
AND
DESIGN
MESH,
IT'S
EASY
TO
MAKE
IT
LOOK
GOOD
.
.
27
2.11
USE
CASES
FOR
MBSE
CODE
GENERATION
.
28
2.12
FUNCTIONAL
DECOMPOSITION
VS
OBJECT-ORIENTED
DESIGN
.
29
2.13
DOMAIN
DRIVEN
DESIGN
.
34
2.14
MANY
SYSTEMS
ENGINEERS
ARE
TRAINED
IN
IDEFO
.
37
2.15
SATIRE:
THE
RESURGENCE
OF
THE
VAMPIRE
.
38
2.16
PROCESS
ROADMAP
FOR
HARDWARE/SOFTWARE
CO-DESIGN
.
42
2.17
SUMMING
UP
.
42
CHAPTER
3
-
BRIEF
INTRODUCTION
TO
SYSML
V2
AND
A
BIT
OF
AL
.
45
3.1
KERNEL
MODELING
LANGUAGE
(KERML)
.
45
3.2
SYSML
V2
API
AND
SERVICES
.
46
3.3
VIEWS
AND
DIAGRAMS
.
47
3.4
GRAPHICAL
AND
TEXTUAL
NOTATION
.
48
3.5
DEFINITION
AND
USAGE
.
50
3.6
SYSML
V2
AND
AL
.
52
PART
II
-
CONCEPTUAL
MODELING
.
57
CHAPTER
4
-
AL-ASSISTED
DOMAIN
MODELING
.
59
4.1
DOMAIN
OBJECTS
FORM
THE
CORE
OF
THE
LOGICAL
ARCHITECTURE
.
60
4.2
DEFINITION
OF
DOMAIN
MODEL
.
60
4.3
CREATING
A
DOMAIN
MODEL
.
61
4.4
HAVING
CONVERSATIONS
WITH
AL
.
62
4.5
USING
AL
TO
HELP
US
DEVELOP
A
DOMAIN
MODEL
.
62
4.6
WRITING
USE
CASES
HELPS
US
DISCOVER
MORE
DOMAIN
OBJECTS
.
.
.
.
64
4.7
ZIGZAG
BACK
AND
FORTH
FROM
THE
PROBLEM
TO
THE
SOLUTION
.
65
4.8
SOMETIMES
AL
IS
FORGETFUL
.
66
4.9
SOMETIMES
AL
CAN
HELP
YOU
CHEAT
A
LITTLE
.
72
4.10
PREPARING
FOR
LOGICAL
ARCHITECTURE
WITH ATTRIBUTES
AND
OPERATIONS
77
4.11
LET'S
DO
A
SYSML
V2
MODEL
.
81
4.12
SUMMING
UP
.
85
4.13
PROMPTS
USED
IN
THIS
CHAPTER
.
85
CHAPTER
5
-
AL-ASSISTED
USE
CASE
MODELING
.
89
5.1
SOFTWARE/SYSTEM
USE
CASES
VS.
BUSINESS
USE
CASES
.
89
5.2
RAINY
DAY
SCENARIOS
.
91
5.3
LIKE
GREASED
LIGHTNING
IN
A
BOTTLE
.
92
5.4
USE
CASE
NARRATIVES
ARE
A
RICH
SOURCE
OF
DOMAIN
OBJECTS
.
95
5.5
CAN
YOU
BE
A
LITTLE
LESS
VERBOSE,
PLEASE?
.
97
5.6
ANALYSIS
LEVEL
USE
CASES
AND
DESIGN
LEVEL
USE
CASES
.
103
5.7
USING
ACTIVITIES
TO
IDENTIFY
ALTERNATE
AND
EXCEPTION
BEHAVIOR
.
.
.
.
105
5.8
ELIMINATING
"SWISS
CHEESE"
REQUIREMENTS
.
106
5.9
MORE
PRECISE
PROMPTING
HELPS
GET
THE
RIGHT
LEVEL
OF
DETAIL
.
110
5.10
IT'S
VERY
DANGEROUS
TO
REGARD
AL
AS
INFALLIBLY
CORRECT
.
112
5.11
CLOSE
ENCOUNTER
WITH
AN
AI
HALLUCINATION
.
114
5.12
WHAT
ABOUT
SOFTWARE
USE
CASES?
.
116
5.13
WHY
NOT
JUST
GENERATE
THE
SCREENS
AND
RUN
THEM?
.
120
5.14
LET'S
DO
A
SYSML
V2
MODEL
.
122
5.15
SUMMING
UP
.
123
5.16
PROMPTS
USED
IN
THIS
CHAPTER
.
124
CHAPTER
6
-
AL-ASSISTED
REQUIREMENTS
MODELING
.
127
6.1
REQUIREMENTS
FUNDAMENTALS
.
127
6.2
STARTING
WITH
THE
TOP-LEVEL
REQUIREMENTS
.
128
6.3
TRACEABILITY
IS
A
MANY-SPLENDORED
THING
.
130
6.4
REQUIREMENTS
IN
THEORY
VS
REQUIREMENTS
IN
PRACTICE
.
131
6.5
DEEP
DIVE
PROMPTING
.
141
6.6
MEASURES
OF
EFFECTIVENESS
(MOE)
EXPLAINED
.
145
6.7
154
REQUIREMENTS
DISCOVERED
WITH
8
PROMPTS
.
148
6.8
LET'S
DO
A
SYSML
V2
MODEL
.
149
6.9
SUMMING
UP
.
152
6.10
PROMPTS
USED
IN
THIS
CHAPTER
.
153
PART
III
-
LOGICAL
AND
PHYSICAL
ARCHITEC
TURE
.
155
CHAPTER
7
-
SUBSYSTEMS
AND
LOGICAL
ARCHITECTURE
.
157
7.1
ADVANTAGES
OF
A
DOMAIN-DRIVEN
LOGICAL
ARCHITECTURE
.
157
7.2
SUBSYSTEMS:
BOUNDARY
BETWEEN
PROBLEM
AND
SOLUTION
SPACE
.
158
7.3
HUMAN-IN-THE-LOOP
BEHAVIOR
MODELING
.
170
7.4
SIMULATING
THE
TOP-LEVEL
STATE
MACHINE
.
171
7.5
FLESHING
OUT
THE
ARCHITECTURE:
DIVING
INTO
THE
SUBSYSTEMS
.
174
7.6
WITHIN
SUBSYSTEMS:
STATE
MACHINES
.
187
7.7
LET'S
DO
A
SYSML
V2
MODEL
.
189
7.8
OVERVIEW
OF
THE
LOGICAL
ARCHITECTURE
PROCESS
.
192
7.9
SUMMING
UP
.
193
7.10
PROMPTS
USED
IN
THIS
CHAPTER
.
193
CHAPTER
8
-
COMPONENTS
AND
PHYSICAL
ARCHITECTURE
.
197
8.1
PERRY
MATRIX:
FROM
PERSONA
TO
AGENT
.
199
8.2
START
WITH
A
SUBSYSTEM
BDD
.
200
8.3
START
BY
CHOOSING
THE
MICROCONTROLLER
.
201
8.4
FROM
LOGICAL
TO
PHYSICAL:
SENSORS
AND
AMPLIFIERS
.
202
8.5
DIVING
INTO
COMPONENT
SELECTION
.
203
8.6
TRADE
STUDIES
.
204
8.7
WHAT
ABOUT
SYSML
V2?
.
224
8.8
LATHER,
RINSE,
REPEAT
(UNTIL
ALL
COMPONENTS
ARE
SELECTED)
.
225
8.9
SUMMING
UP
.
225
8.10
PROMPTS
USED
IN
THIS
CHAPTER
.
226
CHAPTER
9
-
AL-ASSISTED
PARAMETRIC
SIMULATION
.
229
9.1
MOES
AND
PERFORMANCE
REQUIREMENTS
.
229
9.2
BOOST
THE
SIGNAL,
REDUCE
THE
NOISE
.
231
9.3
PERRY
MATRIX
BECOMES
AN
AGENT
AND
GAINS
A
PURPOSE
.
234
9.4
EVERYTHING
YOU
ALWAYS
WANTED
TO
KNOW
ABOUT
SEM
IMAGING
.
236
9.5
SWITCHING
FROM
A
NOISE
FILTER
TO
A
PRE-AMPLIFIER
.
239
9.6
SETTING
UP
THE
SIMULATION
.
241
9.7
RESTORING
CONTEXT
ACROSS
CHAT
SESSIONS
.
245
9.8
SIMULATING
A
SIGNAL
GENERATOR
.
252
9.9
SIGNAL
GENERATOR
PARAMETRIC
DIAGRAM
.
257
9.10
RESULT
OF
THE
SIMULATION
.
258
9.11
SUMMING
UP
.
259
9.12
PROMPTS
USED
IN
THIS
CHAPTER
.
260
PART
IV
-
SOFTWARE
AND
CODE
GENERATION
263
CHAPTER
10
-CODE
GENERATION
BEFORE
AL
.
265
10.1
SYSML
STATE
MACHINES
AND
EMBEDDED
CODE
.
265
10.2
IBM
RHAPSODY
.
266
10.3
EMBEDDED
ENGINEER
.
268
10.4
RHAPSODY
VS
EMBEDDED
ENGINEER
.
270
10.5
UI
+
DATABASE
DEVELOPMENT:
LOW
CODE/NO
CODE
.
271
10.6
CODEBOT:
MODEL-DRIVEN
LOW
CODE
MADE
OBSOLETE
BY
AL
.
273
10.7
SUMMING
UP
.
286
CHAPTER
11
-
GENERATING
EMBEDDED
CODE
FROM
STATE
MACHINES
.
289
11.1
RELATIONSHIP
BETWEEN
SUBSYSTEMS
AND
STATE
MACHINES
.
289
11.2
MICROCONTROLLERS
.
292
11.3
TOOLS
FOR
REAL-TIME
CODE
GENERATION
.
294
11.4
SERVO
MAGIC
.
295
11.5
GETTING
BACK
TO
THE
ELECTRON
MICROSCOPE
.
300
11.6
SUMMARY
STATE
MACHINES
FOR
ALL
SUBSYSTEMS
.
302
11.7
MORE
DETAIL
AVAILABLE
ON
REQUEST
.
305
11.8
STATE
MACHINE
FOR
ELECTRON
BEAM
CONTROL
.
307
11.9
TAKING
A
TOP-DOWN
LOOK
.
310
11.10
AND
NOW,
HERE'S
SOMETHING
WE
HOPE
YOU'LL
REALLY
LIKE
.
312
11.11
SUMMING
UP
.
316
11.12
PROMPTS
USED
IN
THIS
CHAPTER
.
317
CHAPTER
12
-
AL-ASSISTED
DATABASE
DESIGN
AND
PROGRAMMING
.
319
12.1
SOME
FUNDAMENTAL
DATABASE
CONCEPTS
.
319
12.2
DATABASE
REQUIREMENTS
FOR
THE
SEM
.
321
12.3
INTRODUCING
MERN
STACK
.
322
12.4
A
SIMPLE
DATABASE
FOR
STORING
AND
RETRIEVING
IMAGERY
.
324
12.5
SETTING
UP
THE
DATABASE
(MONGODB)
.
329
12.6
GETTING
A
NODE.JS
SERVER
UP
AND
RUNNING
.
332
12.7
CREATING
A
DATABASE
ACCESS
API
USING
NODE
.
334
12.8
MOVING
TOWARDS
A
DATABASE
ACCESS
API
.
337
12.9
REFINING
THE
DATABASE
ACCESS
API
.
342
12.10
GENERATING
CLIENT-SIDE
DATABASE
ACCESS
OBJECTS
.
349
12.11
MORE
ADVANCED
DATABASE
TOPICS:
ACCESS
CONTROL
.
352
12.12
RBAC
IN
PRACTICE
.
354
12.13
SUMMING
UP
.
356
12.14
PROMPTS
USED
IN
THIS
CHAPTER
.
357
CHAPTER
13
-
USER
INTERFACE
DESIGN
AND
PROGRAMMING
.
359
13.1
LET'S
START
BY
LISTING
THE
SCREENS
FOR
THE
SEM
SOFTWARE
.
359
13.2
THE
SIMPLIFIED
SPIRAL
MODEL
IS
A
GOOD
FIT
FOR
UI
DEVELOPMENT
.
.
362
13.3
STARTING
FROM
A
WIREFRAME
.
363
13.4
FOLLOWING
THE
EVOLUTIONARY
SPIRAL
UI
PROCESS
.
364
13.5
SUMMING
UP
.
390
13.6
PROMPTS
USED
IN
THIS
CHAPTER
.
391
CHAPTER
14
-
AL-ASSISTED
SOFTWARE
TESTING
.
393
14.1
THREE
AUTOMATABLE
FLAVORS
OF
SOFTWARE
TESTING
.
394
14.2
MORE
TESTING
FLAVORS
-
DATABASE
AND
API
TESTING
.
395
14.3
ONE
MORE
FLAVOR:
HARDWARE-IN-THE-LOOP
(HIL)
TESTING
.
396
14.4
TEST
CASE
GENERATION
PART
1:
UNIT
TESTING
.
397
14.5
TEST
CASE
GENERATION
PART
2:
BEHAVIOR
TESTING
.
399
14.6
TEST
CASE
GENERATION
3:
UI
TESTING
.
401
14.7
ELECTRON
MICROSCOPE:
UNIT
TESTING
.
404
14.8
ELECTRON
MICROSCOPE:
BDD
TESTING
.
406
14.9
ELECTRON
MICROSCOPE:
SELENIUM
TESTING
.
407
14.10
ELECTRON
MICROSCOPE:
DATABASE
AND
API
TEST
.
409
14.11
SUMMING
UP
.
412
14.12
PROMPTS
USED
IN
THIS
CHAPTER
.
412
PART
V
-
AFTERWORD
.
413
CHAPTER
15
-
AFTERWORD
.
415
APPENDIX
A-SYSML
V2
MODEL
FOR
THE
SEM
BY
SISTER
MARY
LOU
.417
FIG.
4.1
INITIAL
DOMAIN
MODEL
.
417
FIG.
4.2
EXPANDED
DOMAIN
MODEL
.
418
FIG.
5.1
SEM
USE
CASES
.
420
FIGURE
7.1
SUBSYSTEM
ARCHITECTURE
.
421
FIGURE
7.5
SEM
CONTROLLER
STATE
MACHINE
.
423
FIGURE
7.6
STAGE
SUBSYSTEM
.
425
FIGURE
8.2
IMAGING
SUBSYSTEM
.
427
FIGURE
9.2
IMAGING
SUBSYSTEM
SIMULATION
CONTEXT
.
429
FIGURE
11.3
CONTROLLING
EBEAM
STATE
MACHINE
.
430
REFERENCES
.433
GLOSSARY
.437
INDEX
.439 |
| any_adam_object | 1 |
| author | Rosenberg, Doug Weilkiens, Tim Moberley, Brian |
| author_GND | (DE-588)143790218 (DE-588)128959940 (DE-588)1348652977 |
| author_facet | Rosenberg, Doug Weilkiens, Tim Moberley, Brian |
| author_role | aut aut aut |
| author_sort | Rosenberg, Doug |
| author_variant | d r dr t w tw b m bm |
| building | Verbundindex |
| bvnumber | BV049833946 |
| classification_rvk | ST 230 ST 231 |
| ctrlnum | (OCoLC)1443736957 (DE-599)DNB1334650004 |
| dewey-full | 005.117 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security |
| dewey-raw | 005.117 |
| dewey-search | 005.117 |
| dewey-sort | 15.117 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Book |
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| id | DE-604.BV049833946 |
| illustrated | Illustrated |
| indexdate | 2024-11-18T15:01:44Z |
| institution | BVB |
| isbn | 9783982223568 3982223563 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-035173871 |
| oclc_num | 1443736957 |
| open_access_boolean | |
| owner | DE-860 |
| owner_facet | DE-860 |
| physical | xxix, 441 Seiten Illustrationen, Diagramme 25 cm |
| publishDate | 2024 |
| publishDateSearch | 2024 |
| publishDateSort | 2024 |
| publisher | MBSE4U |
| record_format | marc |
| spelling | Rosenberg, Doug Verfasser (DE-588)143790218 aut AI assisted MBSE with SysML an integrated systems/software approach Doug Rosenberg, Tim Weilkiens, and Brian Moberley [Fredesdorf] MBSE4U [2024] xxix, 441 Seiten Illustrationen, Diagramme 25 cm txt rdacontent n rdamedia nc rdacarrier SysML (DE-588)7537632-5 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf UML (DE-588)4469781-8 gnd rswk-swf Systemtechnik (DE-588)4140901-2 gnd rswk-swf Software Engineering (DE-588)4116521-4 gnd rswk-swf MBSE Technik (DE-588)1147892059 gnd rswk-swf Systementwurf (DE-588)4261480-6 gnd rswk-swf AI MBSE SysML Systems Engineering Software Engineering SysML (DE-588)7537632-5 s UML (DE-588)4469781-8 s Systementwurf (DE-588)4261480-6 s Systemtechnik (DE-588)4140901-2 s Software Engineering (DE-588)4116521-4 s MBSE Technik (DE-588)1147892059 s Künstliche Intelligenz (DE-588)4033447-8 s DE-604 Weilkiens, Tim Verfasser (DE-588)128959940 aut Moberley, Brian Verfasser (DE-588)1348652977 aut B:DE-101 application/pdf https://d-nb.info/1334650004/04 Inhaltsverzeichnis DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035173871&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p vlb 20240702 DE-101 https://d-nb.info/provenance/plan#vlb 2\p vlb 20240702 DE-101 https://d-nb.info/provenance/plan#vlb |
| spellingShingle | Rosenberg, Doug Weilkiens, Tim Moberley, Brian AI assisted MBSE with SysML an integrated systems/software approach SysML (DE-588)7537632-5 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd UML (DE-588)4469781-8 gnd Systemtechnik (DE-588)4140901-2 gnd Software Engineering (DE-588)4116521-4 gnd MBSE Technik (DE-588)1147892059 gnd Systementwurf (DE-588)4261480-6 gnd |
| subject_GND | (DE-588)7537632-5 (DE-588)4033447-8 (DE-588)4469781-8 (DE-588)4140901-2 (DE-588)4116521-4 (DE-588)1147892059 (DE-588)4261480-6 |
| title | AI assisted MBSE with SysML an integrated systems/software approach |
| title_auth | AI assisted MBSE with SysML an integrated systems/software approach |
| title_exact_search | AI assisted MBSE with SysML an integrated systems/software approach |
| title_full | AI assisted MBSE with SysML an integrated systems/software approach Doug Rosenberg, Tim Weilkiens, and Brian Moberley |
| title_fullStr | AI assisted MBSE with SysML an integrated systems/software approach Doug Rosenberg, Tim Weilkiens, and Brian Moberley |
| title_full_unstemmed | AI assisted MBSE with SysML an integrated systems/software approach Doug Rosenberg, Tim Weilkiens, and Brian Moberley |
| title_short | AI assisted MBSE with SysML |
| title_sort | ai assisted mbse with sysml an integrated systems software approach |
| title_sub | an integrated systems/software approach |
| topic | SysML (DE-588)7537632-5 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd UML (DE-588)4469781-8 gnd Systemtechnik (DE-588)4140901-2 gnd Software Engineering (DE-588)4116521-4 gnd MBSE Technik (DE-588)1147892059 gnd Systementwurf (DE-588)4261480-6 gnd |
| topic_facet | SysML Künstliche Intelligenz UML Systemtechnik Software Engineering MBSE Technik Systementwurf |
| url | https://d-nb.info/1334650004/04 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035173871&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT rosenbergdoug aiassistedmbsewithsysmlanintegratedsystemssoftwareapproach AT weilkienstim aiassistedmbsewithsysmlanintegratedsystemssoftwareapproach AT moberleybrian aiassistedmbsewithsysmlanintegratedsystemssoftwareapproach |
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