Application surrogate based global optimization (23 résultats)
Langue : anglais
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Langue : anglais
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Langue : anglais
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Application of Surrogate-based Global Optimization to Aerodynamic Design
Iuliano, Emiliano (Edited by)/ Pérez, Esther Andrés (Edited by)
Langue : anglais
Edité par Springer 2015
Série : Springer Tracts in Mechanical Engineering, Livre 13 sur 65. Livre 13 sur 65 - Springer Tracts in Mechanical Engineering
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Langue : anglais
Edité par Springer 2016
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Langue : anglais
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Taschenbuch. Etat : Neu. Application of Surrogate-based Global Optimization to Aerodynamic Design | Emiliano Iuliano (u. a.) | Taschenbuch | Springer Tracts in Mechanical Engineering | xiv | Englisch | 2016 | Springer | EAN 9783319372907 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelbe…rg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
Langue : anglais
Edité par Springer International Publishing, Springer International Publishing 2016
Série : Springer Tracts in Mechanical Engineering, Livre 13 sur 65. Livre 13 sur 65 - Springer Tracts in Mechanical Engineering
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Taschenbuch. Etat : 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 repea…ted 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.
Langue : anglais
Edité par Springer International Publishing 2015
Série : Springer Tracts in Mechanical Engineering, Livre 13 sur 65. Livre 13 sur 65 - Springer Tracts in Mechanical Engineering
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Buch. Etat : 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 sim…ulations 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.
Langue : anglais
Edité par Palgrave Macmillan 2015
Série : Springer Tracts in Mechanical Engineering, Livre 13 sur 65. Livre 13 sur 65 - Springer Tracts in Mechanical Engineering
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Etat : Sehr gut. Zustand: Sehr gut | Sprache: Englisch | Produktart: Bücher | 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 repea…ted 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.
Langue : anglais
Edité par Springer 2015
Série : Springer Tracts in Mechanical Engineering, Livre 13 sur 65. Livre 13 sur 65 - Springer Tracts in Mechanical Engineering
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Taschenbuch. Etat : 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.
Langue : anglais
Edité par Springer International Publishing Okt 2015 2015
Série : Springer Tracts in Mechanical Engineering, Livre 13 sur 65. Livre 13 sur 65 - Springer Tracts in Mechanical Engineering
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Buch. Etat : 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.
Langue : anglais
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Série : Springer Tracts in Mechanical Engineering, Livre 13 sur 65. Livre 13 sur 65 - Springer Tracts in Mechanical Engineering
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Gebunden. Etat : 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 sig…nificant benefits in terms of comput.
Langue : anglais
Edité par Springer International Publishing 2016
Série : Springer Tracts in Mechanical Engineering, Livre 13 sur 65. Livre 13 sur 65 - Springer Tracts in Mechanical Engineering
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Etat : 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 b…enefits in terms of comput.
Langue : anglais
Edité par Springer 2015
Série : Springer Tracts in Mechanical Engineering, Livre 13 sur 65. Livre 13 sur 65 - Springer Tracts in Mechanical Engineering
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Taschenbuch. Etat : Neu. This item is printed on demand - Print on Demand Titel. 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 num…ber 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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 88 pp. Englisch.
Langue : anglais
Edité par Springer, Springer Okt 2015 2015
Série : Springer Tracts in Mechanical Engineering, Livre 13 sur 65. Livre 13 sur 65 - Springer Tracts in Mechanical Engineering
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Buch. Etat : Neu. This item is printed on demand - Print on Demand Titel. 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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 88 pp. Englisch.
Langue : anglais
Edité par Springer 2016
Série : Springer Tracts in Mechanical Engineering, Livre 13 sur 65. Livre 13 sur 65 - Springer Tracts in Mechanical Engineering
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