Kuhn Tucker theorem

At the saddle point, the following equalities hold:

Primal feasibility

Inside the room.

Dual room

Nonnegative wall forces .

Stationary

Forces balance.

Complementary slackness

Only touching walls push.

Since , we have only for cases where , which are the support vectors.