书目

LecturesonStochasticProgramming:ModelingandTheory(MPS-SIAMSeriesonOptimization)

内容简介

Advancedundergraduateorbeginninggraduatestudentsneedaunifiedfoundationfortheirstudyofgeometry,analysis,andalgebra.Forthefirsttimeinatext,thisbookusescategoricalalgebratobuildsuchafoundation,startingfromintuitivedescriptionsofmathematicallyandphysicallycommonphenomenaandadvancingtoaprecisespecificationofthenatureofCategoriesofSets.Settheoryasthealgebraofmappingsisintroducedanddevelopedasaunifyingbasisforadvancedmathematicalsubjectssuchasalgebra,geometry,analysis,andcombinatorics.Theformalstudyevolvesfromgeneralaxiomswhichexpressuniversalpropertiesofsums,products,mappingsets,andnaturalnumberrecursion.ThedistinctivefeaturesofCantorianabstractsets,ascontrastedwiththevariableandcohesivesetsofgeometryandanalysis,aremadeexplicitandtakenasspecialaxioms.Functorcategoriesareintroducedinordertomodelthevariablesetsusedingeometry,andtoillustratethefailureoftheaxiomofchoice.Anappendixprovidesanexplicitintroductiontonecessaryconceptsfromlogic,andanextensiveglossaryprovidesawindowtothemathematicallandscape.

作者简介

AlexanderShapiroisaProfessorintheSchoolofIndustrialandSystemsEngineeringatGeorgiaInstituteofTechnology.Hehaspublishedmorethan100articlesinpeer-reviewedjournalsandisthecoauthorofseveralbooks.DarinkaDentchevaisaProfessorofMathematicsatStevensInstituteofTechnology.Sheworksintheareasofdecisionsunderuncertainty,convexanalysis,andstabilityofoptimizationproblems.AndrzejRuszczynskiisaProfessorintheDepartmentofOperationsResearchatRutgersUniversity.Hisresearchisdevotedtothetheoryandmethodsofoptimizationunderuncertaintyandrisk.

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