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Bücher Englische Bücher Simulation-Driven Design by Knowledge-Based Response Correction Techniques
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Simulation-Driven Design by Knowledge-Based Response Correction Techniques
Slawomir Koziel, Leifur Leifsson (Gebundene Ausgabe, Englisch)
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Beschreibung
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 Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
24.05.2016
Sprache
Englisch
EAN
9783319301136
Herausgeber
Springer International Publishing
Sonderedition
Nein
Autor
Slawomir Koziel, Leifur Leifsson
Seitenanzahl
262
Auflage
1
Einbandart
Gebundene Ausgabe
Schlagwörter
simulation-based optimization, computer simulation, multi-fidelity optimization, simulation-driven design, numerical optimization, surrogate modeling, response correction techniques, parametric response correction, adaptively adjusted design specifications, variable-fidelity models
Thema-Inhalt
PBU - Optimierung
PBWH - Mathematische Modellierung
TBJ - Mathematik für Ingenieure
PBKS - Numerische Mathematik
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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