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001 9910350301803321
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010   $a981-13-3408-0
024 7 $a10.1007/978-981-13-3408-5
035   $a(CKB)4100000008525759
035   $a(DE-He213)978-981-13-3408-5
035   $a(MiAaPQ)EBC5770990
035   $a(Au-PeEL)EBL5770990
035   $a(OCoLC)1108562542
035   $a(PPN)235666890
035   $a(EXLCZ)994100000008525759
100   $a20190425d2019      u|         0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aPractice of Optimisation Theory in Geotechnical Engineering /$fby Zhen-Yu Yin, Yin-Fu Jin
205   $a1st ed. 2019.
210  1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2019.
215   $a1 online resource (XXXVII, 356 p. 304 illus., 276 illus. in color.) 
311   $a981-13-3407-2 
327   $aIntroduction -- Methodology of parameter identification -- Optimisation algorithms -- Laboratory tests for mechanical behaviours of soils -- Constitutive modeling of soils -- ErosOpt platform -- Appendix A: NMS -- Appendix B: NMGA -- Appendix C: NMDE.
330   $aThis book presents the development of optimization platform for geotechnical engineering which is one of the key components in smart geotechnics. The book discusses the fundamentals of the optimization algorithm with constitutive models of soils. Helping readers easily understand the optimization algorithm applied in geotechnical engineering, this book first introduces the methodology of the optimization-based parameter identification, and then elaborates the principle of three newly developed efficient optimization algorithms, followed by the ideas of a variety of laboratory tests and formulations of constitutive models. Moving on to the application of optimization methods in geotechnical engineering, this book presents an optimization-based parameter identification platform with a practical and concise interface based on the above theories. The book is intended for undergraduate and graduate-level teaching in soil mechanics and geotechnical engineering and other related engineering specialties. It is also of use to industry practitioners, due to the inclusion of real-world applications, opening the door to advanced courses on both modeling and algorithm development within the industrial engineering and operations research fields.
606   $aEngineering geology
606   $aEngineering?Geology
606   $aFoundations
606   $aHydraulics
606   $aGeotechnical engineering
606   $aMechanics
606   $aMechanics, Applied
606   $aNumerical analysis
606   $aComputer simulation
606   $aGeoengineering, Foundations, Hydraulics$3https://scigraph.springernature.com/ontologies/product-market-codes/T23020
606   $aGeotechnical Engineering & Applied Earth Sciences$3https://scigraph.springernature.com/ontologies/product-market-codes/G37010
606   $aSolid Mechanics$3https://scigraph.springernature.com/ontologies/product-market-codes/T15010
606   $aNumerical Analysis$3https://scigraph.springernature.com/ontologies/product-market-codes/M14050
606   $aSimulation and Modeling$3https://scigraph.springernature.com/ontologies/product-market-codes/I19000
615  0$aEngineering geology.
615  0$aEngineering?Geology.
615  0$aFoundations.
615  0$aHydraulics.
615  0$aGeotechnical engineering.
615  0$aMechanics.
615  0$aMechanics, Applied.
615  0$aNumerical analysis.
615  0$aComputer simulation.
615 14$aGeoengineering, Foundations, Hydraulics.
615 24$aGeotechnical Engineering & Applied Earth Sciences.
615 24$aSolid Mechanics.
615 24$aNumerical Analysis.
615 24$aSimulation and Modeling.
676   $a624.15
700   $aYin$b Zhen-Yu$4aut$4http://id.loc.gov/vocabulary/relators/aut$01012545
702   $aJin$b Yin-Fu$4aut$4http://id.loc.gov/vocabulary/relators/aut
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910350301803321
996   $aPractice of Optimisation Theory in Geotechnical Engineering$92519870
997   $aUNINA