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    Real Analysis : Finding a Maximum using Lagrange Multipliers

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    What is the maximum of F = x1 +x2 +x3 +x4 on the intersection of x21 +x22 +x23 + x24 = 1 and x31+ x32+ x33+ x34= 0?
    As this is an analysis question, please be sure to be rigorous and as detailed as possible.

    © BrainMass Inc. brainmass.com March 4, 2021, 5:52 pm ad1c9bdddf
    https://brainmass.com/math/real-analysis/real-analysis-maximum-lagrange-multipliers-15596

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    Find maximum of F(x)=x1+x2+x3+x4 on the intersection of
    x1 2+x2 2+x3 2+x4 2=1 and
    x1 3+x2 3+x3 3+x4 3=0

    I used Lagrange Multipliers Method. We have 2 constraints: x1 2+x2 2+x3 2+x4 2=1 and
    x1 3+x2 3+x3 3+x4 3=0 . Call them g (x1,x2,x3,x4) and h(x1,x2,x3,x4)
    We need to solve the following system of equations:

    grad(F)=a grad(g)+b grad(h)
    g(x1,x2,x3,x4)=1
    h(x1,x2,x3,x4) =0

    This is a system of 6 equations with 6 unknowns
    grad(F)=(1,1,1,1)
    grad(g)=(2x1,2x2,2x3,2x4)
    grad(h)=(3x1 2,3x2 2,3x3 2,3x4 2)

    And so we have
    1=a2x1+b3x1 2
    1=a2x2+b3x2 2
    1=a2x3+b3x3 2
    1=a2x4+b3x4 2
    x1 2+x2 2+x3 2+x4 2=1
    x1 3+x2 3+x3 3+x4 3=0

    Subtracting 2nd from 1st equations, 3rd from 2nd, 4th from 3rd and 1st from 4th we get
    equivalent system:
    a2(x1-x2)+b3(x1 2-x2 2)=0
    a2(x2-x3)+b3(x2 2-x3 2)=0
    a2(x3-x4)+b3(x3 2-x4 2)=0
    a2(x4-x1)+b3(x4 2-x1 2)=0
    x1 ...

    Solution Summary

    LaGrange Multipliers are employed to turn constraints into six equations and six unknowns. The solution is detailed and well presented.

    $2.19

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