03205nam 22006975 450 991029977880332120200702053009.03-662-46356-310.1007/978-3-662-46356-7(CKB)3710000000379731(SSID)ssj0001465708(PQKBManifestationID)11859800(PQKBTitleCode)TC0001465708(PQKBWorkID)11478171(PQKB)10952272(DE-He213)978-3-662-46356-7(MiAaPQ)EBC6315128(MiAaPQ)EBC5591245(Au-PeEL)EBL5591245(OCoLC)906162583(PPN)184895839(EXLCZ)99371000000037973120150326d2015 u| 0engurnn|008mamaatxtccrSelected Applications of Convex Optimization /by Li Li1st ed. 2015.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2015.1 online resource (X, 140 p. 30 illus., 25 illus. in color.) Springer Optimization and Its Applications,1931-6828 ;103Bibliographic Level Mode of Issuance: Monograph3-662-46355-5 Preliminary Knowledge -- Support Vector Machines -- Parameter Estimations -- Norm Approximation and Regulariztion -- Semi-Definite Programing and Linear Matrix Inequalities -- Convex Relaxation -- Geometric Problems.This book focuses on the applications of convex optimization and highlights several topics, including support vector machines, parameter estimation, norm approximation and regularization, semi-definite programming problems, convex relaxation, and geometric problems. All derivation processes are presented in detail to aid in comprehension. The book offers concrete guidance, helping readers recognize and formulate convex optimization problems they might encounter in practice.Springer Optimization and Its Applications,1931-6828 ;103Operations researchManagement scienceComputer softwareMathematical modelsOperations Research, Management Sciencehttps://scigraph.springernature.com/ontologies/product-market-codes/M26024Mathematical Softwarehttps://scigraph.springernature.com/ontologies/product-market-codes/M14042Mathematical Modeling and Industrial Mathematicshttps://scigraph.springernature.com/ontologies/product-market-codes/M14068Operations research.Management science.Computer software.Mathematical models.Operations Research, Management Science.Mathematical Software.Mathematical Modeling and Industrial Mathematics.519.3Li Liauthttp://id.loc.gov/vocabulary/relators/aut721024MiAaPQMiAaPQMiAaPQBOOK9910299778803321Selected applications of convex optimization1522857UNINA