Bionic optimization in structural design: stochastically based methods to improve the performance of parts and assemblies
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Heidelberg [u.a.]
Springer
2016
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XII, 160 S. graph. Darst. |
| ISBN: | 9783662465950 9783662465967 |
Internformat
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| 245 | 1 | 0 | |a Bionic optimization in structural design |b stochastically based methods to improve the performance of parts and assemblies |c Rolf Steinbuch ... eds. |
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Datensatz im Suchindex
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|---|---|
| adam_text | CONTENTS
1 MOTIVATION 1
ROLF STEINBUCH
1.1 A SHORT HISTORICAL LOOK AT OPTIMIZATION 1
1.1.1 OPTIMIZATION IN ENGINEERING HISTORY 2
1.1.2 FINDING RELEVANT NUMBERS IN ENGINEERING 2
1.1.3 HIGH LEVEL MECHANICAL METHODS 3
1.1.4 DROP OF HARDWARE COSTS AND BETTER CAD SYSTEMS 3
1.2 OPTIMIZATION AND SIMULATION AS PART OF THE VIRTUAL PRODUCT
DEVELOPMENT 5
1.3 OPTIMIZATION IN NATURE 6
1.4 TERMS AND DEFINITIONS IN OPTIMIZATION 7
1.5 WHY BIONIC OPTIMIZATION? 9
REFERENCES 10
2 BIONIC OPTIMIZATION STRATEGIES 11
ROLF STEINBUCH. JULIAN PANDTLE, SIMON GEKELER, TATIANA POPOVA,
FRANK SCHWEICKERT, CHRISTOPH WIDMANN, AND STEPHAN BRIEGER
2.1 EVOLUTIONARY OPTIMIZATION 12
2.1.1 TERMS AND DEFINITIONS 12
2.1.2 DESCRIPTION OF THE EVOLUTIONARY STRATEGY 14
2.1.3 EVOLUTIONARY VS. GENETIC STRATEGY 16
2.1.4 DISCUSSION 18
2.2 FERN OPTIMIZATION 19
2.2.1 DESCRIPTION OF THE APPROACH 19
2.2.2 DISCUSSION 20
2.3 PARTICLE SWARM OPTIMIZATION 21
2.3.1 TERMS AND DEFINITIONS 21
2.3.2 DESCRIPTION OF THE PARTICLE SWARM OPTIMIZATION 22
2.3.3 DYNAMIC PARTICLE INERTIA 25
VII
HTTP://D-NB.INFO/1066471932
VIII CONTENTS
2.3.4 LIMITATION OF THE PARTICLES VELOCITY 27
2.3.5 DISCUSSION 27
2.4 ARTIFICIAL NEURAL NET OPTIMIZATION 28
2.4.1 ANN ARCHITECTURE 29
2.4.2 TRAINING ANNS 30
2.4.3 CONCLUSION 33
2.5 ANT COLONY OPTIMIZATION 33
2.5.1 THE ANT COLONY STRATEGY IN BIONIC OPTIMIZATION 34
2.5.2 DESCRIPTION OF THE APPROACH 34
2.6 NON-PARAMETRIC OPTIMIZATION 37
2.6.1 TOPOLOGICAL OPTIMIZATION 38
2.6.2 LOCAL GROWTH 41
2.7 META MODELS 42
2.8 RANDOM OR DETERMINISTIC METHODS 46
2.9 VIOLATION OF BOUNDARY CONDITIONS 51
REFERENCES 54
3 PROBLEMS AND LIMITATIONS OF BIONIC OPTIMIZATION 57
TATIANA POPOVA, IRYNA KMITINA, ROLF STEINBUCH, AND SIMON GEKELER
3.1 EFFICIENCY OF BIONIC OPTIMIZATION PROCEDURES 57
3.1.1 COMPARING BIONIC OPTIMIZATION STRATEGIES 58
3.1.2 MEASURING THE EFFICIENCY OF PROCEDURES 59
3.1.3 COMPARING THE EFFICIENCY OF BIONIC OPTIMIZATION
STRATEGIES 59
3.1.4 CONCLUSIONS 63
3.2 THE CURSE OF DIMENSIONS 65
3.3 ACCELERATION OF BIONIC OPTIMIZATION PROCESSES 67
3.3.1 SELECTING EFFICIENT OPTIMIZATION SETTINGS 69
3.3.2 PARALLELIZATION AND HARDWARE ACCELERATION 72
REFERENCES 77
4 APPLICATION TO CAE SYSTEMS 79
ROLF STEINBUCH, ANDREAS FASOLD-SCHMID, SIMON GEKELER,
AND DMITRII BUROVIKHIN
4.1 INNER AND OUTER LOOP OPTIMIZATION 81
4.1.1 INNER LOOP PROCESS 82
4.1.2 OUTER LOOP PROCESS 84
4.2 IMPLEMENTATION IN CAE-SYSTEMS 86
4.2.1 MONO-OBJECTIVE PARAMETRIC SHAPE OPTIMIZATION 88
4.2.2 FORMULATION OF STRUCTURAL OPTIMIZATION PROBLEM 89
4.2.3 BIONIC PARAMETRIC SHAPE OPTIMIZATION WITH PTC 90
4.2.4 BIONIC PARAMETRIC SHAPE OPTIMIZATION WITH
SIEMENS NX 9.0 94
REFERENCES 99
CONTENTS IX
5 APPLICATION OF BIONIC OPTIMIZATION 101
ROLF STEINBUCH, IRYNA KMITINA, TATIANA POPOVA, SIMON GEKELER,
OSKAR GLIICK, AND ASHISH SRIVASTAVA
5.1 EARTHQUAKE STABILITY AND TUNED MASS DAMPERS 102
5.1.1 EARTHQUAKE AND DESIGN FOR EARTHQUAKE LOADING 102
5.1.2 BRIEF INTRODUCTION TO TUNED MASS DAMPERS 103
5.1.3 A SIMPLIFIED APPROACH TO STUDY TMD IN HIGH
BUILDINGS 107
5.2 METAL FORMING 109
5.2.1 DEEP DRAWING 110
5.2.2 BACKWARD EXTRUSION 112
5.3 BRAKE SQUEAL 115
5.3.1 TYPES OF BRAKE NOISE 115
5.3.2 MODELING OF BRAKE SQUEAL 116
5.3.3 MINIMIZING THE RISK OF BRAKE SQUEAL USING BIONIC
OPTIMIZATION 121
REFERENCES 123
6 CURRENT FIELDS OF INTEREST 125
ROLF STEINBUCH, IRYNA KMITINA, AND NICO ESSLINGER
6.1 RELIABILITY AND ROBUSTNESS 126
6.1.1 RELIABILITY-BASED DESIGN 127
6.1.2 ROBUST DESIGN 128
6.1.3 RELIABILITY AND ROBUSTNESS INTEGRATION 129
6.1.4 A SKETCH OF A FORMULATION OF A UNIFIED RELIABILITY
AND ROBUSTNESS STRATEGY 130
6.1.5 ROBUST OPTIMIZATION 130
6.1.6 CONCLUSION 136
6.2 MULTI-OBJECTIVE OPTIMIZATION 138
6.2.1 TERMS AND DEFINITIONS 138
6.2.2 STRATEGIES FOR MOO 141
6.3 OPTIMIZATION AND PROCESS MANAGEMENT OF THE VIRTUAL
DEVELOPMENT PROCESS 145
REFERENCES 146
7 FUTURE TASKS IN OPTIMIZATION AND SIMULATION 147
SIMON GEKELER AND ROLF STEINBUCH
7.1 MAIN TRENDS IN OPTIMIZATION 147
7.2 QUALIFICATIONS AND QUALITY ASSURANCE 149
7.3 INTERPRETATION OF SIMULATION RESULTS 150
7.4 BELIEVING IN STANDARDS AND DEFAULTS 150
7.5 LINKING DEVELOPMENT AND MANUFACTURING 151
7.6 NEW AND OLD MATERIALS 151
7.7 RELIABLE LOADING SYSTEMS 152
7.8 PREPROCESSING AND MESHING 152
INDEX 155
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| isbn | 9783662465950 9783662465967 |
| language | English |
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| physical | XII, 160 S. graph. Darst. |
| publishDate | 2016 |
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| publisher | Springer |
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| spelling | Bionic optimization in structural design stochastically based methods to improve the performance of parts and assemblies Rolf Steinbuch ... eds. Heidelberg [u.a.] Springer 2016 XII, 160 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Neuronales Netz (DE-588)4226127-2 gnd rswk-swf Bionik (DE-588)4006888-2 gnd rswk-swf Evolutionärer Algorithmus (DE-588)4366912-8 gnd rswk-swf Schwarmintelligenz (DE-588)4793676-9 gnd rswk-swf Strukturoptimierung (DE-588)4183811-7 gnd rswk-swf Natural Computing (DE-588)1056970219 gnd rswk-swf Strukturoptimierung (DE-588)4183811-7 s Bionik (DE-588)4006888-2 s Natural Computing (DE-588)1056970219 s Evolutionärer Algorithmus (DE-588)4366912-8 s Schwarmintelligenz (DE-588)4793676-9 s Neuronales Netz (DE-588)4226127-2 s DE-604 Steinbuch, Rolf Sonstige (DE-588)115812814 oth DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028467512&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Bionic optimization in structural design stochastically based methods to improve the performance of parts and assemblies Neuronales Netz (DE-588)4226127-2 gnd Bionik (DE-588)4006888-2 gnd Evolutionärer Algorithmus (DE-588)4366912-8 gnd Schwarmintelligenz (DE-588)4793676-9 gnd Strukturoptimierung (DE-588)4183811-7 gnd Natural Computing (DE-588)1056970219 gnd |
| subject_GND | (DE-588)4226127-2 (DE-588)4006888-2 (DE-588)4366912-8 (DE-588)4793676-9 (DE-588)4183811-7 (DE-588)1056970219 |
| title | Bionic optimization in structural design stochastically based methods to improve the performance of parts and assemblies |
| title_auth | Bionic optimization in structural design stochastically based methods to improve the performance of parts and assemblies |
| title_exact_search | Bionic optimization in structural design stochastically based methods to improve the performance of parts and assemblies |
| title_full | Bionic optimization in structural design stochastically based methods to improve the performance of parts and assemblies Rolf Steinbuch ... eds. |
| title_fullStr | Bionic optimization in structural design stochastically based methods to improve the performance of parts and assemblies Rolf Steinbuch ... eds. |
| title_full_unstemmed | Bionic optimization in structural design stochastically based methods to improve the performance of parts and assemblies Rolf Steinbuch ... eds. |
| title_short | Bionic optimization in structural design |
| title_sort | bionic optimization in structural design stochastically based methods to improve the performance of parts and assemblies |
| title_sub | stochastically based methods to improve the performance of parts and assemblies |
| topic | Neuronales Netz (DE-588)4226127-2 gnd Bionik (DE-588)4006888-2 gnd Evolutionärer Algorithmus (DE-588)4366912-8 gnd Schwarmintelligenz (DE-588)4793676-9 gnd Strukturoptimierung (DE-588)4183811-7 gnd Natural Computing (DE-588)1056970219 gnd |
| topic_facet | Neuronales Netz Bionik Evolutionärer Algorithmus Schwarmintelligenz Strukturoptimierung Natural Computing |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028467512&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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