[MATLAB图书合集].Numerical.Computing.with.MATLAB.-.Cleve.Moler.文字版

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1、PrefaceNumericalComputingwithMATLABisatextbookforanintroductorycourseinnumericalmethods,Matlab,andtechnicalcomputing.Theemphasisisoninformeduseofmathematicalsoftware.WewantyoutolearnenoughaboutthemathematicalfunctionsinMATLABthatyouwillbeabletousethemcorrectly,appreciatetheirlimitations,and

2、modifythemwhennecessarytosuityourownneeds.Thetopicsinclude:²introductiontoMATLAB²linearequations²interpolation²zero¯nding²leastsquares²quadrature²ordinarydi®erentialequations²randomnumbers²Fourieranalysis²eigenvaluesandsingularvalues²partialdi®erentialequationsGeorgeForsytheinitiatedasoftwa

3、re-basednumericalmethodscourseatStan-fordUniversityinthelate1960s.ThetextbooksbyForsythe,Malcolm,andMoler[1]andKahaner,Moler,andNash[2]thatevolvedfromtheStanfordcoursewerebaseduponlibrariesofFortransubroutines.ThistextbookisbaseduponMATLAB.NCM,acollectionofover70M-¯les,formsanessentialparto

4、fthebook.Manyoftheover200exercisesinvolvemodifyingandextendingtheprogramsinNCM.Thebookalsomakesextensiveuseofcomputergraphics,includinginteractivegraphicalexpositionsofnumericalalgorithms.Theprerequisitesforthecourse,andthebook,include:12Preface²calculus²somefamiliaritywithordinarydi®erenti

5、alequations²somefamiliaritywithmatrices²somecomputerprogrammingexperienceIfyou'veneverusedMatlabbefore,the¯rstchapterwillhelpyougetstarted.Ifyou'realreadyfamiliarwithMatlabyoucanglanceovermostofthe¯rstchapterquickly.Everyoneshouldreadthesectioninthe¯rstchapterabout°oatingpointarithmetic.The

6、reisprobablytoomuchmaterialhereforaone-quarterorone-semestercourse.Plantocoverthe¯rstseveralchaptersandthenchoosetheportionsofthelastfourchaptersthatinterestyou.MakesurethattheNCMcollectionisinstalledonyournetworkoryourper-sonalcomputerasyoureadthebook.ThesoftwareisavailablefromaWebsitedevo

7、tedtothebook,http://www.mathworks.com/molerTherearethreetypesofNCM¯les:²gui¯les.Interactivegraphicaldemonstrations.²tx¯les.Textbookimplementationsofbuilt-inMatlabfunctions.²Others.Miscellaneous¯les,primarilyassociatedwithexercises.WhenyouhaveNCMavailable