Items related to Application of Surrogate-based Global Optimization...
Application of Surrogate-based Global Optimization to Aerodynamic Design (Springer Tracts in Mechanical Engineering) - Softcover
Synopsis
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.
"synopsis" may belong to another edition of this title.
- PublisherSpringer
- Publication date2016
- ISBN 10 3319372904
- ISBN 13 9783319372907
- BindingPaperback
- LanguageEnglish
- Number of pages86
- EditorIuliano Emiliano, Pérez Esther Andrés
Search results for Application of Surrogate-based Global Optimization...
Stock Image
Application of Surrogate-based Global Optimization to Aerodynamic Design (Springer Tracts in Mechanical Engineering)
Seller: Lucky's Textbooks, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # ABLIING23Mar3113020095746
Quantity: Over 20 available
Stock Image
Application of Surrogate-based Global Optimization to Aerodynamic Design
Seller: Chiron Media, Wallingford, United Kingdom
Seller rating 5 out of 5 stars
PF. Condition: New. Seller Inventory # 6666-IUK-9783319372907
Quantity: 10 available
Stock Image
Application of Surrogate-based Global Optimization to Aerodynamic Design (Springer Tracts in Mechanical Engineering)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9783319372907_new
Quantity: Over 20 available
Seller Image
Application of Surrogate-based Global Optimization to Aerodynamic Design
Published by
Springer International Publishing Aug 2016, 2016
ISBN 10: 3319372904
ISBN 13: 9783319372907
New
Taschenbuch
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 88 pp. Englisch. Seller Inventory # 9783319372907
Quantity: 2 available
Seller Image
Application of Surrogate-based Global Optimization to Aerodynamic Design
Published by
Springer International Publishing, Springer International Publishing, 2016
ISBN 10: 3319372904
ISBN 13: 9783319372907
New
Taschenbuch
Seller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Seller Inventory # 9783319372907
Quantity: 1 available
Seller Image
Application of Surrogate-based Global Optimization to Aerodynamic Design
Published by
Springer International Publishing, 2016
ISBN 10: 3319372904
ISBN 13: 9783319372907
New
Softcover
Seller: moluna, Greven, Germany
Seller rating 5 out of 5 stars
Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Innovative methods are presented opening new frontiers towards a more efficient aerodynamic designThe usage of surrogate models in the preliminary or detailed aerodynamic design phase is envisaged to provide significant benefits in terms of comput. Seller Inventory # 448748199
Quantity: Over 20 available
Stock Image
Application of Surrogate-based Global Optimization to Aerodynamic Design (Springer Tracts in Mechanical Engineering)
Seller: Revaluation Books, Exeter, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: Brand New. reprint edition. 72 pages. 9.25x6.10x0.20 inches. In Stock. Seller Inventory # x-3319372904
Quantity: 2 available