第 1/1 張圖片
第 1/1 張圖片
Application of Surrogate-base
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- Book Title
- Application of Surrogate-based Global Optimization to Aerodyna...
- ISBN
- 9783319372907
- Subject Area
- Mechanical Engineering
- Publication Name
- Application of Surrogate-Based Global Optimization to Aerodynamic Design
- Publisher
- Springer International Publishing A&G
- Subject
- Engineering & Technology, Computer Science
- Series
- Springer Tracts in Mechanical Engineering
- Publication Year
- 2016
- Type
- Textbook
- Format
- Paperback
- Language
- English
- Item Height
- 235 mm
- Item Width
- 155 mm
- Item Weight
- 1474 g
- Number of Pages
- 72 Pages
關於產品
Product Information
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.
Product Identifiers
Publisher
Springer International Publishing A&G
ISBN-13
9783319372907
eBay Product ID (ePID)
15046660694
Product Key Features
Subject Area
Mechanical Engineering
Series
Springer Tracts in Mechanical Engineering
Publication Name
Application of Surrogate-Based Global Optimization to Aerodynamic Design
Format
Paperback
Language
English
Subject
Engineering & Technology, Computer Science
Publication Year
2016
Type
Textbook
Number of Pages
72 Pages
Dimensions
Item Height
235 mm
Item Width
155 mm
Item Weight
1474 g
Additional Product Features
Country/Region of Manufacture
Switzerland
Editor
Esther Andres Perez, Emiliano Iuliano
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增值稅識別編號：
- GB 976952259
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