03770nam 22006375 450 991062928150332120251113194834.0981-19-7210-910.1007/978-981-19-7210-2(MiAaPQ)EBC7132890(Au-PeEL)EBL7132890(CKB)25299328400041(PPN)266352928(OCoLC)1356579625(DE-He213)978-981-19-7210-2(EXLCZ)992529932840004120221107d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierMulti-fidelity Surrogates Modeling, Optimization and Applications /by Qi Zhou, Min Zhao, Jiexiang Hu, Mengying Ma1st ed. 2023.Singapore :Springer Nature Singapore :Imprint: Springer,2023.1 online resource (461 pages)Engineering Applications of Computational Methods,2662-3374 ;12Print version: Zhou, Qi Multi-Fidelity Surrogates Singapore : Springer,c2022 9789811972096 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.This book investigates two types of static multi-fidelity surrogates modeling approaches, sequential multi-fidelity surrogates modeling approaches, the multi-fidelity surrogates-assisted efficient global optimization, reliability analysis, robust design optimization, and evolutionary optimization. Multi-fidelity surrogates have attracted a significant amount of attention in simulation-based design and optimization in recent years. Some real-life engineering design problems, such as prediction of angular distortion in the laser welding, optimization design of micro-aerial vehicle fuselage, and optimization design of metamaterial vibration isolator, are also provided to illustrate the ability and merits of multi-fidelity surrogates in support of engineering design. Specifically, lots of illustrative examples are adopted throughout the book to help explain the approaches in a more “hands-on” manner. This book is a useful reference for postgraduates and researchers of mechanical engineering, as well as engineers of enterprises in related fields.Engineering Applications of Computational Methods,2662-3374 ;12Engineering designMathematical optimizationEngineering mathematicsMathematical modelsEngineering DesignOptimizationEngineering MathematicsMathematical Modeling and Industrial MathematicsEngineering design.Mathematical optimization.Engineering mathematics.Mathematical models.Engineering Design.Optimization.Engineering Mathematics.Mathematical Modeling and Industrial Mathematics.016.6201Zhou Qi1265414MiAaPQMiAaPQMiAaPQBOOK9910629281503321Multi-fidelity surrogates3066913UNINA