Sample Final Exam in Calculus

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    2.035: SelectedTopics inMathematicswithApplicationsFinalExamSpring2007

    Everyproblem in thecalculusofvariationshasasolution,providedthewordsolution issuitablyunderstood.

    DavidHilbert(1862-1943)

    Workany5problems.

    Pick-upexam: 12:30PMonTuesdayMay8,2007Turn-insolutions: 11:00AMonTuesdayMay15,2007

    Youmayusenotesinyourownhandwriting(takenduringand/orafterclass)andallhandouts(includinganythingIemailedtoyou)andmyboundnotes. Donotuseanyother

    sources.

    Donotspendmorethan2hoursonanyoneproblem.

    Pleaseinclude,onthefirstpageofyoursolutions,asignedstatementconfirmingthatyouadheredtoalloftheinstructionabove.

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    Problem1: Usingfirstprinciples(i.e. dontusesomeformulaliked/dx(F/)F/=0butrathergo throughthestepsofcalculatingF andsimplifying itetc.) determinethefunction Athatminimizesthefunctional

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    1

    F{}= ()2 + + dx

    20overtheset

    A={|:[0,1]R, C2[0,1]}.Notethatthevaluesofarenotspecifiedateitherend. Problem 2: A problem of some importance involves navigation through a network ofsensors. Suppose that the sensors are located at fixed positions and that one wishes tonavigate in such a way that the navigating observer has minimal exposure to the sensors.Considerthefollowingsimplecaseofsuchaproblem. Seefigureonlastpage.

    A single sensor is located at the origin of the x, y-plane and one wishes to navigatefrom the point A = (a,0) to the point B = (bcos, bsin). Let (x(t), y(t)) denote thelocation of the observer at time t so that the travel path is described parametrically byx=x(t), y=y(t),0 t T. Theexposureoftheobservertothesensorischaracterizedby

    TE{x(t), y(t)}= I(x(t), y(t))v(t)dt

    0wherev(t)isthespeedoftheobserverandthesensitivityI isgivenby

    1I(x, y) = .

    x2 +y2DeterminethepathfromAtoB thatminimizestheexposure.Hint: Workinpolarcoordinatesr(t), (t)andfindthepathintheformr=r().Remark: Forfurtherbackgroundonthisproblemincludinggeneralizationtonsensors,seethe paper Qingfeng Huang, Solving an Open Sensor Exposure Problem using VariationalCalculus,TechnicalReportWUCS-03-1,WashingtonUniversity,DepartmentofComputerScienceandEngineering,St. Louis,Missouri,2003.

    Problem3: ConsideradomainDofthex, y-planewhoseboundaryD issmooth. LetAdenotethesetofallfunctions(x, y)thataredefinedandsuitablysmoothonDandwhichvanishontheboundaryofD: = 0for(x, y)D. Definethefunctional

    1 22 1F{}=

    D 2 xy + 22 +q dA2

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    for all A where q = q(x, y) is a given function onD. You are asked to minimize thefunctionalF overthesetA. Determinetheboundary-valueproblemthattheminimizermustsatisfy. (YoudoNOTneedtosolveit.) Problem4: Derivethetwocornerconditions

    f , ,

    x=s+f f f

    f = f =

    x=s x=s+ x=sthataminimizerofthefunctional

    F{}=01

    f(x,,)dxmust satisfy if the minimizer is continuous and has piecewise continuous derivatives; herex=sdenotesthelocationofadiscontinuityin andthevalueofsisnotknownapriori.Remark: ThisquestionsimplyasksyoutoderivetheresultsthatIquoted inclasswithoutproofonThursdayMay3. Problem5: Considertheeigenvalueproblem(1), (2) forfindingtheeigenfunctions(x)andeigenvaluesoftheboundary-valueproblem

    a (x) b (x) +c (x) = 0 for 0 x 1, (1)(0)=0, (1)=0, (2)

    wherea,b,candareconstants. (Remark: There isNOtypo intheequationsabove,justincaseyouexpectedittobeb(x)insteadofb(x).)

    a) Showthatminimizingthefunctional 1

    F{}= a()2 + (bc) ()2 dx0

    overthesetA={|:[0,1]R, C2[0,1], (0)=(1)=0}leadstoequation(1)asitsEulerequation.

    b) SincethefunctionalF involvestheunknowneigenvalues,theprecedingisnotaparticularlyusefulvariationalstatement,whichmotivatesustolookforothervariationalformulationsoftheeigenvalueproblem. Showthatminimizingthefunctional

    1

    G{}= a()2 +b()2 dx0

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    overthesetAsubject to theconstraint 1

    H{}= c()2dx=constant0

    leadsto

    equation

    (1)

    as

    its

    Euler

    equation

    with

    as

    aLagrange

    multiplier.

    c) Showthatminimizingthefunctional

    1

    a()2 +b()2 dx0

    I{}= 1c 2dx

    0overthesetA leadstoequation(1)as itsEulerequation,andthatthevaluesofI attheminimizersaretheeigenvalues.

    Problem6: Supposethatanairplanefliesinthex, y-planeataconstantspeedvo relativeto the wind. The flight path begins and ends at the same location so that the path is aloop. The flight takes a given duration T. Assume that the wind velocity has a constantmagnitudec(< vo)andaconstantdirection(which,withoutlossofgenerality,youcantaketobethex-direction).

    Alongwhatclosedcurveshouldtheplanefly iftheflightpathistoenclosethegreatestarea?

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    A

    B

    a

    b

    r(t)

    (t)t = 0

    t = T

    (x(t), y(t))

    Sensor

    Observer

    Problem2:Anobservermovesalongapathinthex, y-planesuchthatitsrectangularcartesiancoordinatesattimetare(x(t), y(t))(oritspolarcoordinatesare(r(t), (t)).Asensor islocatedattheorigin.

    Problem3:

    A

    domain

    D

    in

    the

    x, y-plane

    with

    a

    smooth

    boundary

    D.

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