Exercise 3.  Graph the function  [Graphics:Images/NelderMeadMod_gr_164.gif].  
Looking at your graphs, estimate the location of the local minima.  

Solution 3.

[Graphics:../Images/NelderMeadMod_gr_165.gif]
[Graphics:../Images/NelderMeadMod_gr_166.gif]
[Graphics:../Images/NelderMeadMod_gr_167.gif]


[Graphics:../Images/NelderMeadMod_gr_168.gif]

[Graphics:../Images/NelderMeadMod_gr_169.gif]



[Graphics:../Images/NelderMeadMod_gr_170.gif]


[Graphics:../Images/NelderMeadMod_gr_171.gif]

[Graphics:../Images/NelderMeadMod_gr_172.gif]



[Graphics:../Images/NelderMeadMod_gr_173.gif]


[Graphics:../Images/NelderMeadMod_gr_174.gif]

[Graphics:../Images/NelderMeadMod_gr_175.gif]

Looking at your graphs, estimate the location of the local minima.  
Hint. The contour plot should be most useful.

Case (i)  Go for the minimum near [Graphics:../Images/NelderMeadMod_gr_176.gif]

[Graphics:../Images/NelderMeadMod_gr_177.gif]


[Graphics:../Images/NelderMeadMod_gr_178.gif]


[Graphics:../Images/NelderMeadMod_gr_179.gif]


[Graphics:../Images/NelderMeadMod_gr_180.gif]

Let us compare this answer with Mathematica's built in procedure FindMinimum.

[Graphics:../Images/NelderMeadMod_gr_181.gif]


[Graphics:../Images/NelderMeadMod_gr_182.gif]


Case (ii)  Go for the minimum near [Graphics:../Images/NelderMeadMod_gr_183.gif]

[Graphics:../Images/NelderMeadMod_gr_184.gif]


[Graphics:../Images/NelderMeadMod_gr_185.gif]


[Graphics:../Images/NelderMeadMod_gr_186.gif]


[Graphics:../Images/NelderMeadMod_gr_187.gif]
[Graphics:../Images/NelderMeadMod_gr_188.gif]

Let us compare this answer with Mathematica's built in procedure FindMinimum.

[Graphics:../Images/NelderMeadMod_gr_189.gif]


[Graphics:../Images/NelderMeadMod_gr_190.gif]
[Graphics:../Images/NelderMeadMod_gr_191.gif]


Case (iii)  Go for the minimum near [Graphics:../Images/NelderMeadMod_gr_192.gif]

[Graphics:../Images/NelderMeadMod_gr_193.gif]


[Graphics:../Images/NelderMeadMod_gr_194.gif]


[Graphics:../Images/NelderMeadMod_gr_195.gif]


[Graphics:../Images/NelderMeadMod_gr_196.gif]

Let us compare this answer with Mathematica's built in procedure FindMinimum.

[Graphics:../Images/NelderMeadMod_gr_197.gif]


[Graphics:../Images/NelderMeadMod_gr_198.gif]

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(c) John H. Mathews 2004