Surrogate Model-Based Engineering Design and Optimization
(Springer Tracts in Mechanical Engineering)
by Ping Jiang
English | 2020 | ISBN: 9811507309 | 246 Pages | PDF | 10.40 MB
(Springer Tracts in Mechanical Engineering)
by Ping Jiang
English | 2020 | ISBN: 9811507309 | 246 Pages | PDF | 10.40 MB
This book covers some of the most popular methods in design space sampling, ensembling surrogate models, multi-fidelity surrogate model construction, surrogate model selection and validation, surrogate-based robust design optimization, and surrogate-based evolutionary optimization.