Hi.
My question is probably very simple to some of you that have experience in Convex Optimization.
The dual function is defined as the infimum of the lagrangian $L(x,lambda, nu)$ over all $x $ in the domain. The lagrangian is:
$f_0(x)+sum lambda_i f_i(x)+sum nu_i h_i(x)$
My question is, if $x $ is in the domain, it satisfies the equality constraints $h_i(x)$ and in that case, $h_i(x)=0$. So why do we even have to mention the equality constraints if they zero-out anyway?
Thanks a lot, I hope I wrote my question clearly.
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