Multi-fidelity Surrogates

Multi-fidelity Surrogates

Modeling, Optimization and Applications

Ma, Mengying; Hu, Jiexiang; Zhou, Qi; Zhao, Min

Springer Verlag, Singapore

11/2022

456

Dura

Inglês

9789811972096

15 a 20 dias

942

Descrição não disponível.
?Preface.- Chapter 1 Introduction.- Chapter 2 Hierarchical multi-fidelity surrogates modeling.- Chapter 3 Non-Hierarchical multi-fidelity surrogates modeling.- Chapter 4 Sequential multi-fidelity surrogates modeling.- Chapter 5 Multi-fidelity surrogates assisted efficient global optimization.- Chapter 6 Multi-fidelity surrogates assisted reliability design optimization.- Chapter 7 Multi-fidelity surrogates assisted robust design optimization.- Chapter 8 Multi-fidelity surrogates assisted evolutional optimization.- Chapter 9 Engineering Applications.- Chapter 10 Concluding remarks.
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Multi-fidelity surrogates;Sequential design;Efficient global optimization;Reliability analysis;Robust design optimization;Evolutionary optimization;Simulation-based design;Engineering optimization;Product design;Multi-disciplinary design optimization