麻省理工開放課程:微分方程 Differential Equations 英文版 DVD 只於電腦播放 課程介紹: 微分方程是一門表述自然法則的語言。理解微分方程解的性質,是許多當代科學和工程的基礎。常微分方程(ODE's)是關於單變量的函數,一般可以認為是時域變量。學習內容包括:利用解釋、圖形和數值方法求解一階常微分方程,線性常微分方程,尤指二階常係數方程,不定係數和參變數,正弦和指數信號:振動、阻尼和共振,複數和冪,傅立葉級數,週期解,Delta函數、卷積和拉普拉斯變換方法,矩陣和一階線性系統:特徵值和特徵向量,非線性獨立系統:臨界點分析和相平面圖。 導師介紹 ArthurMattuckisatenuredProfessorofMathematicsattheMassachusettsInstituteofTechnology.Hemaybebestknownforhis1998book,IntroductiontoAnalysis(ISBN013-0-81-1327)andhisdifferentialequationsvideolecturesfeaturedonMIT'sOpenCourseWare.Insidethedepartment,heiswellknowntograduatestudentsandinstructors,ashewatchesthevideotapesofnewrecitationteachers(anMIT-wideprograminwhichthedepartmentparticipates). 目錄: Lecture01:Thegeometricalviewofy'=f(x,y):directionfields,integralcurves. Lecture02:Euler'snumericalmethodfory'=f(x,y)anditsgeneralizations. Lecture03:Solvingfirst-orderlinearODE's;steady-stateandtransientsolutions. Lecture04:First-ordersubstitutionmethods:BernouilliandhomogeneousODE's. Lecture05:First-orderautonomousODE's:qualitativemethods,applications. Lecture06:Complexnumbersandcomplexexponentials. Lecture07:First-orderlinearwithconstantcoefficients:behaviorofsolutions,useofcomplexmethods. Lecture08:Continuation;applicationstotemperature,mixing,RC-circuit,decay,andgrowthmodels. Lecture09:Solvingsecond-orderlinearODE'swithconstantcoefficients:thethreecases. Lecture10:Continuation:complexcharacteristicroots;undampedanddampedoscillations. Lecture11:Theoryofgeneralsecond-orderlinearhomogeneousODE's:superposition,uniqueness,Wronskians. Lecture12:Continuation:generaltheoryforinhomogeneousODE's.Stabilitycriteriafortheconstant-coefficientODE's. Lecture13:FindingparticularsolutionstoinhomogeneousODE's:operatorandsolutionformulasinvolvingexponentials. Lecture14:Interpretationoftheexceptionalcase:resonance. Lecture15:IntroductiontoFourierseries;basicformulasforperiod2(pi). Lecture16:Continuation:moregeneralperiods;evenandoddfunctions;periodicextension. Lecture17:FindingparticularsolutionsviaFourierseries;resonantterms;hearingmusicalsounds. Lecture19:IntroductiontotheLaplacetransform;basicformulas. Lecture20:Derivativeformulas;usingtheLaplacetransformtosolvelinearODE's. Lecture21:Convolutionformula:proof,connectionwithLaplacetransform,applicationtophysicalproblems. Lecture22:UsingLaplacetransformtosolveODE'swithdiscontinuousinputs. Lecture23:Usewithimpulseinputs;Diracdeltafunction,weightandtransferfunctions. Lecture24:Introductiontofirst-ordersystemsofODE's;solutionbyelimination,geometricinterpretationofasystem. Lecture25:Homogeneouslinearsystemswithconstantcoefficients:solutionviamatrixeigenvalues(realanddistinctcase). Lecture26:Continuation:repeatedrealeigenvalues,complexeigenvalues. Lecture27:Sketchingsolutionsof2x2homogeneouslinearsystemwithconstantcoefficients. Lecture28:Matrixmethodsforinhomogeneoussystems:theory,fundamentalmatrix,variationofparameters. Lecture29:Matrixexponentials;applicationtosolvingsystems. Lecture30:Decouplinglinearsystemswithconstantcoefficients. Lecture31:Non-linearautonomoussystems:findingthecriticalpointsandsketchingtrajectories;thenon-linearpendulum. Lecture32:Limitcycles:existenceandnon-existencecriteria. Lecture33:Relationbetweennon-linearsystemsandfirst-orderODE's;structuralstabilityofasystem,borderlinesketchingcases;illustrationsusingVolterra'sequationandprinciple.