Simulation-driven design by knowledge-based response correction techniques:
Gespeichert in:
| Hauptverfasser: | , |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
[Cham]
Springer
[2016]
|
| Schlagworte: | |
| Online-Zugang: | BTU01 FHR01 FRO01 TUM01 UBM01 UBT01 UBW01 UEI01 UPA01 URL des Erstveröffentlichers Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (XI, 262 Seiten, 167 illus., 93 illus. in color) |
| ISBN: | 9783319301150 |
| DOI: | 10.1007/978-3-319-30115-0 |
Internformat
MARC
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Datensatz im Suchindex
| _version_ | 1804176261327618048 |
|---|---|
| adam_text | SIMULATION-DRIVEN DESIGN BY KNOWLEDGE-BASED RESPONSE CORRECTION
TECHNIQUES
/ KOZIEL, SLAWOMIR
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
SIMULATION-DRIVEN DESIGN
FUNDAMENTALS OF NUMERICAL OPTIMIZATION
INTRODUCTION TO SURROGATE-BASED MODELING AND SURROGATE-BASED
OPTIMIZATION
DESIGN OPTIMIZATION USING RESPONSE CORRECTION TECHNIQUES
SURROGATE-BASED OPTIMIZATION USING PARAMETRIC RESPONSE CORRECTION
NON-PARAMETRIC RESPONSE CORRECTION TECHNIQUES
EXPEDITED SIMULATION-DRIVEN OPTIMIZATION USING ADAPTIVELY ADJUSTED
DESIGN SPECIFICATION
SURROGATE-ASSISTED DESIGN OPTIMIZATION USING RESPONSE FEATURES
ENHANCING RESPONSE CORRECTION TECHNIQUES BY ADJOINT SENSITIVITY
MULTI-OBJECTIVE OPTIMIZATION USING VARIABLE-FIDELITY MODELS AND RESPONSE
CORRECTION
PHYSICS-BASE SURROGATE MODELS USING RESPONSE CORRECTION
SUMMARY AND DISCUSSION
REFERENCES.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
SIMULATION-DRIVEN DESIGN BY KNOWLEDGE-BASED RESPONSE CORRECTION
TECHNIQUES
/ KOZIEL, SLAWOMIR
: 2016
ABSTRACT / INHALTSTEXT
FOCUSED ON EFFICIENT SIMULATION-DRIVEN MULTI-FIDELITY OPTIMIZATION
TECHNIQUES, THIS MONOGRAPH ON SIMULATION-DRIVEN OPTIMIZATION COVERS
SIMULATIONS UTILIZING PHYSICS-BASED LOW-FIDELITY MODELS, OFTEN BASED ON
COARSE-DISCRETIZATION SIMULATIONS OR OTHER TYPES OF SIMPLIFIED PHYSICS
REPRESENTATIONS, SUCH AS ANALYTICAL MODELS. THE METHODS PRESENTED IN THE
BOOK EXPLOIT AS MUCH AS POSSIBLE ANY KNOWLEDGE ABOUT THE SYSTEM OR
DEVICE OF INTEREST EMBEDDED IN THE LOW-FIDELITY MODEL WITH THE PURPOSE
OF REDUCING THE COMPUTATIONAL OVERHEAD OF THE DESIGN PROCESS. MOST OF
THE TECHNIQUES DESCRIBED IN THE BOOK ARE OF RESPONSE CORRECTION TYPE AND
CAN BE SPLIT INTO PARAMETRIC (USUALLY BASED ON ANALYTICAL FORMULAS) AND
NON-PARAMETRIC, I.E., NOT BASED ON ANALYTICAL FORMULAS. THE LATTER,
WHILE MORE COMPLEX IN IMPLEMENTATION, TEND TO BE MORE EFFICIENT. THE
BOOK PRESENTS A GENERAL FORMULATION OF RESPONSE CORRECTION TECHNIQUES AS
WELL AS A NUMBER OF SPECIFIC METHODS, INCLUDING THOSE BASED ON
CORRECTING THE LOW-FIDELITY MODEL RESPONSE (OUTPUT SPACE MAPPING,
MANIFOLD MAPPING, ADAPTIVE RESPONSE CORRECTION AND SHAPE-PRESERVING
RESPONSE PREDICTION), AS WELL AS ON SUITABLE MODIFICATION OF DESIGN
SPECIFICATIONS. DETAILED FORMULATIONS, APPLICATION EXAMPLES AND THE
DISCUSSION OF ADVANTAGES AND DISADVANTAGES OF THESE TECHNIQUES ARE ALSO
INCLUDED. THE BOOK DEMONSTRATES THE USE OF THE DISCUSSED TECHNIQUES FOR
SOLVING REAL-WORLD ENGINEERING DESIGN PROBLEMS, INCLUDING APPLICATIONS
IN MICROWAVE ENGINEERING, ANTENNA DESIGN, AND AERO/HYDRODYNAMICS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Koziel, Slawomir Leifsson, Leifur |
| author_facet | Koziel, Slawomir Leifsson, Leifur |
| author_role | aut aut |
| author_sort | Koziel, Slawomir |
| author_variant | s k sk l l ll |
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| dewey-full | 519.6 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
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| dewey-raw | 519.6 |
| dewey-search | 519.6 |
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| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| doi_str_mv | 10.1007/978-3-319-30115-0 |
| format | Electronic eBook |
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| indexdate | 2024-07-10T07:29:22Z |
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| isbn | 9783319301150 |
| language | English |
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| spelling | Koziel, Slawomir Verfasser aut Simulation-driven design by knowledge-based response correction techniques Slawomir Koziel, Leifur Leifsson [Cham] Springer [2016] © 2016 1 Online-Ressource (XI, 262 Seiten, 167 illus., 93 illus. in color) txt rdacontent c rdamedia cr rdacarrier Mathematics Computer mathematics Mathematical models Mathematical optimization Discrete Optimization Continuous Optimization Mathematical Modeling and Industrial Mathematics Computational Science and Engineering Mathematik Mathematisches Modell Leifsson, Leifur Verfasser aut Erscheint auch als Druckausgabe 978-3-319-30113-6 https://doi.org/10.1007/978-3-319-30115-0 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994397&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994397&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Koziel, Slawomir Leifsson, Leifur Simulation-driven design by knowledge-based response correction techniques Mathematics Computer mathematics Mathematical models Mathematical optimization Discrete Optimization Continuous Optimization Mathematical Modeling and Industrial Mathematics Computational Science and Engineering Mathematik Mathematisches Modell |
| title | Simulation-driven design by knowledge-based response correction techniques |
| title_auth | Simulation-driven design by knowledge-based response correction techniques |
| title_exact_search | Simulation-driven design by knowledge-based response correction techniques |
| title_full | Simulation-driven design by knowledge-based response correction techniques Slawomir Koziel, Leifur Leifsson |
| title_fullStr | Simulation-driven design by knowledge-based response correction techniques Slawomir Koziel, Leifur Leifsson |
| title_full_unstemmed | Simulation-driven design by knowledge-based response correction techniques Slawomir Koziel, Leifur Leifsson |
| title_short | Simulation-driven design by knowledge-based response correction techniques |
| title_sort | simulation driven design by knowledge based response correction techniques |
| topic | Mathematics Computer mathematics Mathematical models Mathematical optimization Discrete Optimization Continuous Optimization Mathematical Modeling and Industrial Mathematics Computational Science and Engineering Mathematik Mathematisches Modell |
| topic_facet | Mathematics Computer mathematics Mathematical models Mathematical optimization Discrete Optimization Continuous Optimization Mathematical Modeling and Industrial Mathematics Computational Science and Engineering Mathematik Mathematisches Modell |
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