Verfügbarkeit: Application of surrogate-based global optimization to aerodynamic design

Application of surrogate-based global optimization to aerodynamic design:

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Bibliographische Detailangaben
Weitere Verfasser:	Iuliano, Emiliano (HerausgeberIn), Pérez, Esther Andrés (HerausgeberIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Cham Springer International Publishing [2016]
Schriftenreihe:	Springer tracts in mechanical engineering
Schlagworte:	Engineering Computer simulation Fluid mechanics Engineering design Aerospace engineering Astronautics Aerospace Technology and Astronautics Engineering Fluid Dynamics Engineering Design Simulation and Modeling Ingenieurwissenschaften Globale Optimierung Aerodynamik
Online-Zugang:	BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 URL des Erstveröffentlichers Abstract
Beschreibung:	1 Online Ressource (xiv, 72 p. 33 illus., 22 illus. in color)
ISBN:	9783319215068
DOI:	10.1007/978-3-319-21506-8

Internformat

MARC


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Datensatz im Suchindex

DE-BY-FWS_katkey	590715
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adam_text	APPLICATION OF SURROGATE-BASED GLOBAL OPTIMIZATION TO AERODYNAMIC DESIGN / : 2016 ABSTRACT / INHALTSTEXT AERODYNAMIC DESIGN, LIKE MANY OTHER ENGINEERING APPLICATIONS, IS INCREASINGLY RELYING ON COMPUTATIONAL POWER. THE GROWING NEED FOR MULTI-DISCIPLINARITY AND HIGH FIDELITY IN DESIGN OPTIMIZATION FOR INDUSTRIAL APPLICATIONS REQUIRES A HUGE NUMBER OF REPEATED SIMULATIONS IN ORDER TO FIND AN OPTIMAL DESIGN CANDIDATE. THE MAIN DRAWBACK IS THAT EACH SIMULATION CAN BE COMPUTATIONALLY EXPENSIVE – THIS BECOMES AN EVEN BIGGER ISSUE WHEN USED WITHIN PARAMETRIC STUDIES, AUTOMATED SEARCH OR OPTIMIZATION LOOPS, WHICH TYPICALLY MAY REQUIRE THOUSANDS OF ANALYSIS EVALUATIONS. THE CORE ISSUE OF A DESIGN-OPTIMIZATION PROBLEM IS THE SEARCH PROCESS INVOLVED. HOWEVER, WHEN FACING COMPLEX PROBLEMS, THE HIGH-DIMENSIONALITY OF THE DESIGN SPACE AND THE HIGH-MULTI-MODALITY OF THE TARGET FUNCTIONS CANNOT BE TACKLED WITH STANDARD TECHNIQUES. IN RECENT YEARS, GLOBAL OPTIMIZATION USING META-MODELS HAS BEEN WIDELY APPLIED TO DESIGN EXPLORATION IN ORDER TO RAPIDLY INVESTIGATE THE DESIGN SPACE AND FIND SUB-OPTIMAL SOLUTIONS. INDEED, SURROGATE AND REDUCED-ORDER MODELS CAN PROVIDE A VALUABLE ALTERNATIVE AT A MUCH LOWER COMPUTATIONAL COST. IN THIS CONTEXT, THIS VOLUME OFFERS ADVANCED SURROGATE MODELING APPLICATIONS AND OPTIMIZATION TECHNIQUES FEATURING REASONABLE COMPUTATIONAL RESOURCES. IT ALSO DISCUSSES BASIC THEORY CONCEPTS AND THEIR APPLICATION TO AERODYNAMIC DESIGN CASES.IT IS AIMED AT RESEARCHERS AND ENGINEERS WHO DEAL WITH COMPLEX AERODYNAMIC DESIGN PROBLEMS ON A DAILY BASIS AND EMPLOY EXPENSIVE SIMULATIONS TO SOLVE THEM DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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spellingShingle	Application of surrogate-based global optimization to aerodynamic design Engineering Computer simulation Fluid mechanics Engineering design Aerospace engineering Astronautics Aerospace Technology and Astronautics Engineering Fluid Dynamics Engineering Design Simulation and Modeling Ingenieurwissenschaften Globale Optimierung (DE-588)4140067-7 gnd Aerodynamik (DE-588)4000589-6 gnd
subject_GND	(DE-588)4140067-7 (DE-588)4000589-6
title	Application of surrogate-based global optimization to aerodynamic design
title_auth	Application of surrogate-based global optimization to aerodynamic design
title_exact_search	Application of surrogate-based global optimization to aerodynamic design
title_full	Application of surrogate-based global optimization to aerodynamic design Emiliano Iuliano, Esther Andrés Pérez editors
title_fullStr	Application of surrogate-based global optimization to aerodynamic design Emiliano Iuliano, Esther Andrés Pérez editors
title_full_unstemmed	Application of surrogate-based global optimization to aerodynamic design Emiliano Iuliano, Esther Andrés Pérez editors
title_short	Application of surrogate-based global optimization to aerodynamic design
title_sort	application of surrogate based global optimization to aerodynamic design
topic	Engineering Computer simulation Fluid mechanics Engineering design Aerospace engineering Astronautics Aerospace Technology and Astronautics Engineering Fluid Dynamics Engineering Design Simulation and Modeling Ingenieurwissenschaften Globale Optimierung (DE-588)4140067-7 gnd Aerodynamik (DE-588)4000589-6 gnd
topic_facet	Engineering Computer simulation Fluid mechanics Engineering design Aerospace engineering Astronautics Aerospace Technology and Astronautics Engineering Fluid Dynamics Engineering Design Simulation and Modeling Ingenieurwissenschaften Globale Optimierung Aerodynamik
url	https://doi.org/10.1007/978-3-319-21506-8 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028634815&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT iulianoemiliano applicationofsurrogatebasedglobaloptimizationtoaerodynamicdesign AT perezestherandres applicationofsurrogatebasedglobaloptimizationtoaerodynamicdesign

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