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M4: Shubert function

Minimize:

$\displaystyle f_{m4}(\vec x)=\sum_{i=1}^{5}i\cos((i+1)x_1+i)\cdot\sum_{i=1}^{5}i\cos((i+1)x_2+i)
$

With constraints:

$\displaystyle -10 \le x_1,x_2 \le 10
$

18 global optima (and 742 local optima):

$\displaystyle f_{m4}(\vec x^*)=-186.7309088
$

Features:
Multimodal, Separable, Equally spaced optima.
Figure 34: Shubert: large scale
\includegraphics{graphics/shubert.eps}

Figure 35: Shubert: Area near one optimum peak
\includegraphics{graphics/shuberts.eps}



2007-05-09