Algorithms for Sparsity-Constrained Optimization (2014)

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1、SpringerThesesRecognizingOutstandingPh.D.ResearchSohailBahmaniAlgorithmsforSparsity-ConstrainedOptimizationSpringerThesesRecognizingOutstandingPh.D.ResearchForfurthervolumes:http://www.springer.com/series/8790AimsandScopeTheseriesSpringerThesesbringstogetheraselectionoftheverybestPh.D.

2、thesesfromaroundtheworldandacrossthephysicalsciences.Nominatedandendorsedbytworecognizedspecialists,eachpublishedvolumehasbeenselectedforitsscientificexcellenceandthehighimpactofitscontentsforthepertinentfieldofresearch.Forgreateraccessibilitytonon-specialists,thepublishedversionsinclude

3、anextendedintroduction,aswellasaforewordbythestudentssupervisorexplainingthespecialrelevanceoftheworkforthefield.Asawhole,theserieswillprovideavaluableresourcebothfornewcomerstotheresearchfieldsdescribed,andforotherscientistsseekingdetailedbackgroundinformationonspecialquestions.Finally,

4、itprovidesanaccrediteddocumentationofthevaluablecontributionsmadebytodaysyoungergenerationofscientists.ThesesareacceptedintotheseriesbyinvitednominationonlyandmustfulfillallofthefollowingcriteriaTheymustbewritteningoodEnglish.ThetopicshouldfallwithintheconfinesofChemistry,Physics,EarthSc

5、iencesandrelatedinterdisciplinaryfieldssuchasMaterials,Nanoscience,ChemicalEngineering,ComplexSystemsandBiophysics.Theworkreportedinthethesismustrepresentasignificantscientificadvance.Ifthethesisincludespreviouslypublishedmaterial,permissiontoreproducethismustbegainedfromtherespectivecopy

6、rightholder.Theymusthavebeenexaminedandpassedduringthe12monthspriortonomination.Eachthesisshouldincludeaforewordbythesupervisoroutliningthesignificanceofitscontent.Thethesesshouldhaveaclearlydefinedstructureincludinganintroductionaccessibletoscientistsnotexpertinthatparticularfield.Sohail

7、BahmaniAlgorithmsforSparsity-ConstrainedOptimization123SohailBahmaniCarnegieMellonUniversityPittsburgh,Pennsylvania,USAISSN2190-5053ISSN2190-5061(electronic)ISBN978-3-319-01880-5ISBN978-3-319-01881-2(eBook)DOI10.1007/978-3-319-01881-2SpringerChamHeidelbergNewYorkDordrechtLondonLibrar