View Full Version : Hessian matrix.
azatkgz
Feb18-08, 08:07 AM
Please,check my solution.
Find critical points of the function f(x,y,z)=x^3+y^2+z^2+12xy+2z
and determine their types (degenerate or non-degenerate, Morse index for non-
degenerate).
Attempt
\frac{df}{dx}=3x^2+12y=0
\frac{df}{dy}=2y+12x=0
\frac{df}{dz}=2z+2=0
Critical points are at
x=24 y=-144 z=-1
x=0 y=0 z=-1
H(f)=\left|\begin{array}{l[cr]}6x&12&0\\12&2&0\\0&0&2\end{array}\right|
for x=24
det\left|\begin{array}{l[cr]}144&12&0\\12&2&0\\0&0&2\end{array}\right|=288 non-degenerate
for x=0
det\left|\begin{array}{l[cr]}0&12&0\\12&2&0\\0&0&2\end{array}\right|=-288 non-degenerate
Marco_84
Feb18-08, 11:44 AM
Please,check my solution.
Find critical points of the function f(x,y,z)=x^3+y^2+z^2+12xy+2z
and determine their types (degenerate or non-degenerate, Morse index for non-
degenerate).
Attempt
\frac{df}{dx}=3x^2+12y=0
\frac{df}{dy}=2y+12x=0
\frac{df}{dz}=2z+2=0
Critical points are at
x=24 y=-144 z=-1
x=0 y=0 z=-1
H(f)=\left|\begin{array}{l[cr]}6x&12&0\\12&2&0\\0&0&2\end{array}\right|
for x=24
det\left|\begin{array}{l[cr]}144&12&0\\12&2&0\\0&0&2\end{array}\right|=288 non-degenerate
for x=0
det\left|\begin{array}{l[cr]}0&12&0\\12&2&0\\0&0&2\end{array}\right|=-288 non-degenerate
keep going... are they minimum, maximum.. saddle points??
azatkgz
Feb19-08, 08:23 AM
Morse index
for (0,0,-1)
det\left|\begin{array}{l[cr]}-\lambda &12&0\\12&2-\lambda &0\\0&0&2-\lambda\end{array}}\right|=0
(2-\lambda )(-\lambda(2-\lambda)-144)=0
\lambda_1=2,\lambda_2=1-\sqrt{145},\lambda_3=1+\sqrt{145}
for (24,-144,-1)
det\left|\begin{array}{l[cr]}144-\lambda &12&0\\12&2-\lambda &0\\0&0&2-\lambda\end{array}}\right|=0
(2-\lambda )((144-\lambda)(2-\lambda)-144)=0
\lambda_1=2,\lambda_2=73-\sqrt{5185},\lambda_3=73+\sqrt{5185}
Is it right?What we can say about maximum,minimum and saddle points?
Marco_84
Feb19-08, 09:15 AM
Morse index
for (0,0,-1)
det\left|\begin{array}{l[cr]}-\lambda &12&0\\12&2-\lambda &0\\0&0&2-\lambda\end{array}}\right|=0
(2-\lambda )(-\lambda(2-\lambda)-144)=0
\lambda_1=2,\lambda_2=1-\sqrt{145},\lambda_3=1+\sqrt{145}
for (24,-144,-1)
det\left|\begin{array}{l[cr]}144-\lambda &12&0\\12&2-\lambda &0\\0&0&2-\lambda\end{array}}\right|=0
(2-\lambda )((144-\lambda)(2-\lambda)-144)=0
\lambda_1=2,\lambda_2=73-\sqrt{5185},\lambda_3=73+\sqrt{5185}
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
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