$$

$$

$$

$$

$$

$$

$$

$=(1,2,...,)$

$$

$(1,2,...,)>=$

$$

$>=0(=1,2,...,$

$=1,2,...,)$

Write the Lagrangian function, take the derivatives $$

$$

expanded version of the Kuhn$-$Tucker minimum conditions.

End

$$

and write out the