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Linear Algebra: An Introduction to Abstract Mathematics PDF

258 Pages·1993·5.73 MB·English
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UndergraTdeuxattisenM athematics Editors S.A xler F.W.G ehring K.AR.i bet SpringSecri ence+BusMiendeisas, LLC RobeJr.Vt a lenza LineAalrg ebra AnI ntrodutcot ion AbstrMaactth ematics Springer RoberJt.V alenza DepartmeonfMt a thematics ClaremoMnctK ennaC ollege ClaremoCnAt ,9 1711 USA EditorBioaalr d S.A xler F.W.G ehring K.A.R ibet MathematDiecpsa rtment MathematDiecpsa rtmentM athematDiecpsa rtment SanF ranciSstcaot e EasHta ll UniversoiftC ya lifornia University UniversoiftM yic higan atB erkeley SanF rancisCcAo 9, 4132A nnA rborM,I 48109 BerkelCeAy ,9 4720-3840 USA USA USA MathematSiucbjse ctC lassific(a1ti9o91n1 5)-:10 31-,20 01-,40 71-,0 1 LibraorfyC ongreCsast aloging-in-PuDbaltiac ation ValenzRao,b erJt. 1,9 51- Lineaarl gebrian:t roducttoai bosnt rmaactth ematIiR cosb erJt. Valenza.e-.[]l st p.e m.-(Undergradtueaxttiesn m athematics) Includbeisb liograprheifcearle nacnedis n dex. ISBN9 78-1-4612-6940-3 ISBN9 78-1-4612-0(9e0B1o-o0k ) DOl 10.1007/978-1-4612-0901-0 1.A lgebrLaisn,e aIr.. Title. II. Series. QA184.V351 993 93-26143 512'.5--dc20 Printoenda cid-frpeaep er. © 1993S pringer Science+M eBduisaNi enwe Ysosr k Originaplulbyl ishbeySd p ringer-VNeerwl Yaogr kB erlHieni delberg in 1993 Softcoverre prionftt h eh ardcov1esrte diti1o9n9 3 Allr ighrtess ervTehdi.ws o rkm ayn ot tbrea nslaotrce odp iedw hionl oer i np arwti thotuhte writtpeenn nissoifot nh ep ublisShperri ngSecri ence+BusMiendeisasL, L C,e xcepfto rb rief excerpitncs o nnectwiiotnh revoires wcsh olaarnlayl ysUisse. icno nnectwiiotnah n yf ormo f informatsitoonr aagned r etrieevlaelc,t roandiacp tatcioomnp,u tseorft waroer,b ys imiloarr dissimilar methodkonloowgnoy r nohwe reafter deivsfe olrobpieddd en. Theu seo fg enerdaels cripntaimvees t,r adnea mest,r ademarektsc,i. n,t hipsu blicateivoenni, ft he formearr en ote speciaildleyn tifiiesnd o,t to bea sta a kseing n thanta mseusac,sh u nderstboyo d the TrMaadrek sa ndM erchandMiasrek Asc tm,a ya ccordinbgeul sye dfr eely abnyy one. Productmiaonna gebdy KarPehni llimpasn,u factusruipnegr viseVdi nbcye Sncte lta. Camera-recaodpyy preparetdh eafr uotmh oMri'csr osoWfto rdf orW indowfisl es. 98 7 6 (5C o4r r3e cttheidrp dr inting, 1999) ISBN9 78-1-4612-6940-3 SPIN 10706145 Tom yf ather, whot hurgohh iowsn example taugmheht o wt ow ork, antdo m ym other inl ovmiengm ory Preface Theslee ctnuorteew sh,i ctho oskh afrpoem a o ne-semceosutrtesareu gthot sophomaonrjdeu sn iaotCr lsa reMmcoKnetn Cnoal lecgoen,s tais tuubtset an­ tiaalb,s tirnatcrto dtuocl tiinoeanal rg ebArlat.h owuegu hs mea terfrioaml elementary ocnoa clccaustlioiuo lsnl usmtarjaiotdree t ahse,ar reve i rtunaol ly formparle requTihsiiissnt oettsos . a tyh atthm ea teirsie aalsM ya.n syt udents whoh avnee vneere dteomd a kmeu cehff oirnpt r evimoautsh emcaotuircsse s will tfihnemds eslevreisoc uhsallyl enged. Whaits t hnea tuorfle i neaalrg ebOrnaem? i ghgti vtew oa ntipaondda l complemernetpalryli iekwsea; v aen dp artpihcylseib costi,hl lumitnhaet e truth: THES TRUCTURERPALLY L.i neaalrg eibsrt ah set uodfyv ector spacaensdl inetarra nsforAm avteicotsnopsra. ic sea structure whicahb straancdgt esn eracleirztefasai mni lnioatrio ofnb so th geomeatnrdya lgebAr lai.n etarra nsforimsaa tfuinocnt ion betwveeecnt sopra ctehsap tr eseervleesm eonftt hsis st rucItnu re. somsee nsteh,id si sciapllliounwsets oi mposrotm leo ng-familiar andwe luln dersitdoeooafdgs e omeitnryts oe ttwihnigcashr n eo t geomeitnar nioycb viwoauys. THEC OMPUTATIREOPNLAYLL.i neaalrg eibstr hase t uodfyl inear systaenmdsi, np artiocfuc learrtt,ae icnh nioqfmu aetsr ix algebra thaatr iisnec onnecwtiitoshnu cshy steTmhsea. i mosf t he disciaprlleia nreg ceolmyp utatainodtn hacelo ,m putaatrieo ns indeceodm plex. Thitse lxeta hnesa veivleydn,o gmatitcoawlatlrhysde,t ructruerpaIllnym .y experiienbn octeh apnuadrp ep lmiaetdh emathteri eccso,g ntihtaaigt oi nv en probslpeamic saev ecstoprai csoe ft einni tsoefml ofr vea ltuheaa nny a ssoci­ atecdo mputation. Morceoomvpeurt,a ptrrioeobanlalaelirm seast l imco st exclusdiovnbeeylc yo mpuatnetdrh ,e reifnocreesh saanndt- driinml altirnigx techniiqsbu oetrshe dunadnamdna tl adroitl.i nFaeilangrae lablsary ba,s tract, noncomputationailso ftmeoannt ehfi'ersmse atnt ciocuswn ittmehar t hematics asu ndersatnoadop dp recbiyma attehde matIih coiptaehn atsth.s e t udweinltl leahrenrt eh caat lculiasnt eiiottnhh eperr incmiopdanelo,t rh per incgiopaall, notrh per incjioopyfma alt hematics. Preface viii Througwheoe umtp,h asstirzuec atnucdro en coevpectra lculTahteli eocn­. turweirln lo tteh atth fier stth rcehea ptbeeratsrh nea meosffu ndamental categHoerriaeer sseo. mfuer theexra mples: (iE)a rolnyw, e e xpliicnittrloaydn uudcs ete h lea nguaangdme o sbta sriec­ sulotfgs r otuhpe ory. (iAi )f ewd iagrcahma saersse u ggesotneeod fw, h icyhi eladp sa rticularly elegparnotoo ftf h ceh anogfbe a sfiosr mula. (iTihie)p rooofft haes socilaatwfi ovmrea trmiuxl tipliispc oasttipoonn ed untaftielrt hree preseonflt iantteiraoarnn sforbmyma attiroiincsise n st ro­ duceAdtt. h ipso iintbt e comseism palnay s peocftt h aes socioaft ivity composoiffut nicotni ons. (iTvh)e e quaolfit tyh ceo luamnnd rroawno kfsa m atriisdx e monstrated entitrherloytu hgfeho rmparlo peorftt ihdeeus a slp acAec.c ordiwneg ly, definteht er ansnpoojtsu esf tom ra tribcueftso a,rr bitlrianretyar ra ns­ formatainowdne fus l,l rye contchietlsweeno o tions. Ano utloiftn heee x posfiotliloonw s. (1S)E TANSD FuNcTNISOW.e b egbiynr evienwoitnagta inodtn e rminology, mosotfw hicshh oublefd a miliinoa nrfe,o romra notfhreorem,a rclayl culus. Thee quivaolfbeinjceec atniidvn ivtye rtoiffub nicltiiityo stn hsme a irne soufl t thfier shta lofft hceh apAt berri.de ifg reosnsc iaornd infaollilttyoh wiissns; o t useadta lilnt hsee qubeuldt,o e psr ovaib dreia enfad p pearleisnpfgir totemh e streoaffm o rmalTihteci heasp.ct oenrc lwuidteahsni ntrodtuotc htseiy omn­ metrgirco ounp lettTehrimssa. t eriisoa,fcl o urusseel,da tientr h dei scus­ n sioonfd etermiannladen atgdsrs a ceifunlttlohyne e xmto,rr ea ditcoapli c. 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Description:
Based on lectures given at Claremont McKenna College, this text constitutes a substantial, abstract introduction to linear algebra. The presentation emphasizes the structural elements over the computational - for example by connecting matrices to linear transformations from the outset - and prepares
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