03472nam 22005535 450 991037389770332120200702121211.0981-10-3090-110.1007/978-981-10-3090-1(CKB)4940000000158815(DE-He213)978-981-10-3090-1(MiAaPQ)EBC6005536(PPN)242843212(EXLCZ)99494000000015881520200103d2020 u| 0engurnn#008mamaatxtrdacontentcrdamediacrrdacarrierNumerical Simulation-based Design Theory and Methods /by Xu Han, Jie Liu1st ed. 2020.Singapore :Springer Singapore :Imprint: Springer,2020.1 online resource (XI, 258 p. 130 illus., 72 illus. in color.)981-10-3089-8 Introduction -- Numerical modeling methods -- Computational inverse techniques -- Parameter inversion for numerical modeling -- Fast analysis methods of complex structures -- Meta-modeling technique -- Structural reduced-basis method -- Overview of multi-objective optimal design -- Micro multi-objective genetic algorithm -- Multi-objective optimization design based on meta-model -- Overview of optimization design with uncertainty -- Interval analysis method for uncertain optimization -- Meta-model method for uncertain optimization.This book focuses on numerical simulation-based design theory and methods in mechanical engineering. The simulation-based design of mechanical equipment involves considerable scientific challenges including extremely complex systems, extreme working conditions, multi-source uncertainties, multi-physics coupling, and large-scale computation. In order to overcome these technical difficulties, this book systematically elaborates upon the advanced design methods, covering high-fidelity simulation modeling, rapid structural analysis, multi-objective design optimization, uncertainty analysis and optimization, which can effectively improve the design accuracy, efficiency, multi-functionality and reliability of complicated mechanical structures. This book is primarily intended for researchers, engineers and postgraduate students in mechanical engineering, especially in mechanical design, numerical simulation and engineering optimization.Engineering designApplied mathematicsEngineering mathematicsEngineering Designhttps://scigraph.springernature.com/ontologies/product-market-codes/T17020Applications of Mathematicshttps://scigraph.springernature.com/ontologies/product-market-codes/M13003Mathematical and Computational Engineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/T11006Engineering design.Applied mathematics.Engineering mathematics.Engineering Design.Applications of Mathematics.Mathematical and Computational Engineering.745.2Han Xuauthttp://id.loc.gov/vocabulary/relators/aut995407Liu Jieauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910373897703321Numerical Simulation-based Design2280513UNINA