Multi-fidelity Surrogates: Modeling, Optimization and Applications by Qi Zhou, Min Zhao, Jiexiang Hu, Mengying Ma
Requirements: .PDF reader, 19 MB
Overview: 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.
Genre: Non-Fiction > Tech & Devices
Download Instructions:
https://mega4upload.com/f94was8hno1h
https://www.upload-4ever.com/4wqsq08ol3hp
https://www.centfile.com/6jnkc6y2sqx0
Trouble downloading? Read This.
Requirements: .PDF reader, 19 MB
Overview: 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.
Genre: Non-Fiction > Tech & Devices
Download Instructions:
https://mega4upload.com/f94was8hno1h
https://www.upload-4ever.com/4wqsq08ol3hp
https://www.centfile.com/6jnkc6y2sqx0
Trouble downloading? Read This.