Find Critical Points of Hessian Matrix

Join the discussion
Registration is free. Start your own thread to ask a follow-up.
3 replies · 14K views
azatkgz
Messages
182
Reaction score
0
Please,check my solution.
Find critical points of the function [tex]f(x,y,z)=x^3+y^2+z^2+12xy+2z[/tex]
and determine their types (degenerate or non-degenerate, Morse index for non-
degenerate).

Attempt

[tex]\frac{df}{dx}=3x^2+12y=0[/tex]

[tex]\frac{df}{dy}=2y+12x=0[/tex]

[tex]\frac{df}{dz}=2z+2=0[/tex]

Critical points are at

x=24 y=-144 z=-1

x=0 y=0 z=-1

[tex]H(f)=\left|\begin{array}{l[cr]}6x&12&0\\12&2&0\\0&0&2\end{array}\right|[/tex]


for x=24

[tex]det\left|\begin{array}{l[cr]}144&12&0\\12&2&0\\0&0&2\end{array}\right|=288[/tex] non-degenerate


for x=0


[tex]det\left|\begin{array}{l[cr]}0&12&0\\12&2&0\\0&0&2\end{array}\right|=-288[/tex] non-degenerate
 
Physics news on Phys.org
azatkgz said:
Please,check my solution.
Find critical points of the function [tex]f(x,y,z)=x^3+y^2+z^2+12xy+2z[/tex]
and determine their types (degenerate or non-degenerate, Morse index for non-
degenerate).

Attempt

[tex]\frac{df}{dx}=3x^2+12y=0[/tex]

[tex]\frac{df}{dy}=2y+12x=0[/tex]

[tex]\frac{df}{dz}=2z+2=0[/tex]

Critical points are at

x=24 y=-144 z=-1

x=0 y=0 z=-1

[tex]H(f)=\left|\begin{array}{l[cr]}6x&12&0\\12&2&0\\0&0&2\end{array}\right|[/tex]


for x=24

[tex]det\left|\begin{array}{l[cr]}144&12&0\\12&2&0\\0&0&2\end{array}\right|=288[/tex] non-degenerate


for x=0


[tex]det\left|\begin{array}{l[cr]}0&12&0\\12&2&0\\0&0&2\end{array}\right|=-288[/tex] non-degenerate

keep going... are they minimum, maximum.. saddle points??
 
Morse index

for (0,0,-1)

[tex]det\left|\begin{array}{l[cr]}-\lambda &12&0\\12&2-\lambda &0\\0&0&2-\lambda\end{array}}\right|=0[/tex]

[tex](2-\lambda )(-\lambda(2-\lambda)-144)=0[/tex]

[tex]\lambda_1=2,\lambda_2=1-\sqrt{145},\lambda_3=1+\sqrt{145}[/tex]


for (24,-144,-1)



[tex]det\left|\begin{array}{l[cr]}144-\lambda &12&0\\12&2-\lambda &0\\0&0&2-\lambda\end{array}}\right|=0[/tex]

[tex](2-\lambda )((144-\lambda)(2-\lambda)-144)=0[/tex]

[tex]\lambda_1=2,\lambda_2=73-\sqrt{5185},\lambda_3=73+\sqrt{5185}[/tex]

Is it right?What we can say about maximum,minimum and saddle points?
 
azatkgz said:
Morse index

for (0,0,-1)

[tex]det\left|\begin{array}{l[cr]}-\lambda &12&0\\12&2-\lambda &0\\0&0&2-\lambda\end{array}}\right|=0[/tex]

[tex](2-\lambda )(-\lambda(2-\lambda)-144)=0[/tex]

[tex]\lambda_1=2,\lambda_2=1-\sqrt{145},\lambda_3=1+\sqrt{145}[/tex]


for (24,-144,-1)



[tex]det\left|\begin{array}{l[cr]}144-\lambda &12&0\\12&2-\lambda &0\\0&0&2-\lambda\end{array}}\right|=0[/tex]

[tex](2-\lambda )((144-\lambda)(2-\lambda)-144)=0[/tex]

[tex]\lambda_1=2,\lambda_2=73-\sqrt{5185},\lambda_3=73+\sqrt{5185}[/tex]

Is it right?What we can say about maximum,minimum and saddle points?

i didnt check you're calculus, but find what the sign of eigenvalues mean and you'll get you're answer.

bye