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Stationary points of $z(x, y)=cosxe^-x^2-y^2$


Why don't we go beyond the Hessian in multivariate optimization?Prove that all maximal solutions are defined for a differential equationExponential and Logarithmic Functions: $y=2e^-5x^2$Difference between gradient descent and finding stationary points with calculus?Local Maximum of a 4th degree polynomial (Interpolation)Proving that a function has exactly four stationary pointsHow to determine degenerate critical points of $f(x,y)$ (the 2nd Derivative Test has failed)Can this log function have infinitely many saddle points?Min, max and saddle points of a functionIntuition of Laplacian of $f(x,y)$













3












$begingroup$


This is a problem from one of past exams from my course.




Consider a function $z(x, y)=cosxe^-x^2-y^2$.



Show that stationary points of $z$ lie along the $x$-axis, and satisfy $tanx=k(x)$. Give an expression for $k(x)$.




This one I managed to do, I got that for $z_x=z_y=0$ we have $y=0$ and $tanx=-2x$.




Determine the nature of these stationary points of $z(x,y)$.




This one I have problems with. I know the conditions for maxima, minima etc. in two variables ($D=z_xxz_yy-z_xy^2$ test), but I got into some horrible algebraic mess when trying to determine $D$.



Is there any "cleverer" method to determine the nature of the stationary points?



For what it's worth, $z_x = -e^-x^2-y^2(2xcosx+sinx)$ and $z_y = -2ycosxe^-x^2-y^2.$










share|cite|improve this question











$endgroup$











  • $begingroup$
    Do you mean singular points? Instead of stationary?
    $endgroup$
    – dmtri
    Mar 22 at 10:23










  • $begingroup$
    @dmtri As far as I know, points such that $fracpartialzpartialx=0$ and similarly for $y$ are called stationary points, see for instance personal.maths.surrey.ac.uk/S.Zelik/teach/calculus/…
    $endgroup$
    – VanDerWarden
    Mar 22 at 10:25
















3












$begingroup$


This is a problem from one of past exams from my course.




Consider a function $z(x, y)=cosxe^-x^2-y^2$.



Show that stationary points of $z$ lie along the $x$-axis, and satisfy $tanx=k(x)$. Give an expression for $k(x)$.




This one I managed to do, I got that for $z_x=z_y=0$ we have $y=0$ and $tanx=-2x$.




Determine the nature of these stationary points of $z(x,y)$.




This one I have problems with. I know the conditions for maxima, minima etc. in two variables ($D=z_xxz_yy-z_xy^2$ test), but I got into some horrible algebraic mess when trying to determine $D$.



Is there any "cleverer" method to determine the nature of the stationary points?



For what it's worth, $z_x = -e^-x^2-y^2(2xcosx+sinx)$ and $z_y = -2ycosxe^-x^2-y^2.$










share|cite|improve this question











$endgroup$











  • $begingroup$
    Do you mean singular points? Instead of stationary?
    $endgroup$
    – dmtri
    Mar 22 at 10:23










  • $begingroup$
    @dmtri As far as I know, points such that $fracpartialzpartialx=0$ and similarly for $y$ are called stationary points, see for instance personal.maths.surrey.ac.uk/S.Zelik/teach/calculus/…
    $endgroup$
    – VanDerWarden
    Mar 22 at 10:25














3












3








3


1



$begingroup$


This is a problem from one of past exams from my course.




Consider a function $z(x, y)=cosxe^-x^2-y^2$.



Show that stationary points of $z$ lie along the $x$-axis, and satisfy $tanx=k(x)$. Give an expression for $k(x)$.




This one I managed to do, I got that for $z_x=z_y=0$ we have $y=0$ and $tanx=-2x$.




Determine the nature of these stationary points of $z(x,y)$.




This one I have problems with. I know the conditions for maxima, minima etc. in two variables ($D=z_xxz_yy-z_xy^2$ test), but I got into some horrible algebraic mess when trying to determine $D$.



Is there any "cleverer" method to determine the nature of the stationary points?



For what it's worth, $z_x = -e^-x^2-y^2(2xcosx+sinx)$ and $z_y = -2ycosxe^-x^2-y^2.$










share|cite|improve this question











$endgroup$




This is a problem from one of past exams from my course.




Consider a function $z(x, y)=cosxe^-x^2-y^2$.



Show that stationary points of $z$ lie along the $x$-axis, and satisfy $tanx=k(x)$. Give an expression for $k(x)$.




This one I managed to do, I got that for $z_x=z_y=0$ we have $y=0$ and $tanx=-2x$.




Determine the nature of these stationary points of $z(x,y)$.




This one I have problems with. I know the conditions for maxima, minima etc. in two variables ($D=z_xxz_yy-z_xy^2$ test), but I got into some horrible algebraic mess when trying to determine $D$.



Is there any "cleverer" method to determine the nature of the stationary points?



For what it's worth, $z_x = -e^-x^2-y^2(2xcosx+sinx)$ and $z_y = -2ycosxe^-x^2-y^2.$







calculus multivariable-calculus stationary-point






share|cite|improve this question















share|cite|improve this question













share|cite|improve this question




share|cite|improve this question








edited Mar 22 at 10:14







VanDerWarden

















asked Mar 22 at 10:10









VanDerWardenVanDerWarden

636831




636831











  • $begingroup$
    Do you mean singular points? Instead of stationary?
    $endgroup$
    – dmtri
    Mar 22 at 10:23










  • $begingroup$
    @dmtri As far as I know, points such that $fracpartialzpartialx=0$ and similarly for $y$ are called stationary points, see for instance personal.maths.surrey.ac.uk/S.Zelik/teach/calculus/…
    $endgroup$
    – VanDerWarden
    Mar 22 at 10:25

















  • $begingroup$
    Do you mean singular points? Instead of stationary?
    $endgroup$
    – dmtri
    Mar 22 at 10:23










  • $begingroup$
    @dmtri As far as I know, points such that $fracpartialzpartialx=0$ and similarly for $y$ are called stationary points, see for instance personal.maths.surrey.ac.uk/S.Zelik/teach/calculus/…
    $endgroup$
    – VanDerWarden
    Mar 22 at 10:25
















$begingroup$
Do you mean singular points? Instead of stationary?
$endgroup$
– dmtri
Mar 22 at 10:23




$begingroup$
Do you mean singular points? Instead of stationary?
$endgroup$
– dmtri
Mar 22 at 10:23












$begingroup$
@dmtri As far as I know, points such that $fracpartialzpartialx=0$ and similarly for $y$ are called stationary points, see for instance personal.maths.surrey.ac.uk/S.Zelik/teach/calculus/…
$endgroup$
– VanDerWarden
Mar 22 at 10:25





$begingroup$
@dmtri As far as I know, points such that $fracpartialzpartialx=0$ and similarly for $y$ are called stationary points, see for instance personal.maths.surrey.ac.uk/S.Zelik/teach/calculus/…
$endgroup$
– VanDerWarden
Mar 22 at 10:25











1 Answer
1






active

oldest

votes


















2












$begingroup$

At any stationary point $(x,0)$ we have
$$eqalign
left[matrixz_xx&z_xycr z_xy&z_yyright]&=
left[
beginarraycc
e^-x^2 left(left(4 x^2-3right) cos (x)+4 x sin (x)right) & 0 \
0 & -2 e^-x^2 cos (x) \
endarray
right]cr
&=-cos(x)e^-x^2left[matrix3+4x^2&0cr0&2right]

$$

where in the last step, I used $tan(x)=-2x$. Now, we have a local minimum
on every stationary point $(x,0)$ with $tan(x)=-2x$ and $cos(x)<0$ and a local maximum on every stationary point $(x,0)$ with $tan(x)=-2x$ and $cos(x)>0$.






share|cite|improve this answer









$endgroup$













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    1 Answer
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    active

    oldest

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    1 Answer
    1






    active

    oldest

    votes









    active

    oldest

    votes






    active

    oldest

    votes









    2












    $begingroup$

    At any stationary point $(x,0)$ we have
    $$eqalign
    left[matrixz_xx&z_xycr z_xy&z_yyright]&=
    left[
    beginarraycc
    e^-x^2 left(left(4 x^2-3right) cos (x)+4 x sin (x)right) & 0 \
    0 & -2 e^-x^2 cos (x) \
    endarray
    right]cr
    &=-cos(x)e^-x^2left[matrix3+4x^2&0cr0&2right]

    $$

    where in the last step, I used $tan(x)=-2x$. Now, we have a local minimum
    on every stationary point $(x,0)$ with $tan(x)=-2x$ and $cos(x)<0$ and a local maximum on every stationary point $(x,0)$ with $tan(x)=-2x$ and $cos(x)>0$.






    share|cite|improve this answer









    $endgroup$

















      2












      $begingroup$

      At any stationary point $(x,0)$ we have
      $$eqalign
      left[matrixz_xx&z_xycr z_xy&z_yyright]&=
      left[
      beginarraycc
      e^-x^2 left(left(4 x^2-3right) cos (x)+4 x sin (x)right) & 0 \
      0 & -2 e^-x^2 cos (x) \
      endarray
      right]cr
      &=-cos(x)e^-x^2left[matrix3+4x^2&0cr0&2right]

      $$

      where in the last step, I used $tan(x)=-2x$. Now, we have a local minimum
      on every stationary point $(x,0)$ with $tan(x)=-2x$ and $cos(x)<0$ and a local maximum on every stationary point $(x,0)$ with $tan(x)=-2x$ and $cos(x)>0$.






      share|cite|improve this answer









      $endgroup$















        2












        2








        2





        $begingroup$

        At any stationary point $(x,0)$ we have
        $$eqalign
        left[matrixz_xx&z_xycr z_xy&z_yyright]&=
        left[
        beginarraycc
        e^-x^2 left(left(4 x^2-3right) cos (x)+4 x sin (x)right) & 0 \
        0 & -2 e^-x^2 cos (x) \
        endarray
        right]cr
        &=-cos(x)e^-x^2left[matrix3+4x^2&0cr0&2right]

        $$

        where in the last step, I used $tan(x)=-2x$. Now, we have a local minimum
        on every stationary point $(x,0)$ with $tan(x)=-2x$ and $cos(x)<0$ and a local maximum on every stationary point $(x,0)$ with $tan(x)=-2x$ and $cos(x)>0$.






        share|cite|improve this answer









        $endgroup$



        At any stationary point $(x,0)$ we have
        $$eqalign
        left[matrixz_xx&z_xycr z_xy&z_yyright]&=
        left[
        beginarraycc
        e^-x^2 left(left(4 x^2-3right) cos (x)+4 x sin (x)right) & 0 \
        0 & -2 e^-x^2 cos (x) \
        endarray
        right]cr
        &=-cos(x)e^-x^2left[matrix3+4x^2&0cr0&2right]

        $$

        where in the last step, I used $tan(x)=-2x$. Now, we have a local minimum
        on every stationary point $(x,0)$ with $tan(x)=-2x$ and $cos(x)<0$ and a local maximum on every stationary point $(x,0)$ with $tan(x)=-2x$ and $cos(x)>0$.







        share|cite|improve this answer












        share|cite|improve this answer



        share|cite|improve this answer










        answered Mar 22 at 13:13









        Omran KoubaOmran Kouba

        24.8k13881




        24.8k13881



























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